- {% include _footer.html %}
-
-
diff --git a/_posts/2024-06-27-welcome-to-jekyll.markdown b/_posts/2024-06-27-welcome-to-jekyll.markdown
deleted file mode 100644
index 449f1dc..0000000
--- a/_posts/2024-06-27-welcome-to-jekyll.markdown
+++ /dev/null
@@ -1,29 +0,0 @@
----
-layout: post
-title: "Welcome to Jekyll!"
-date: 2024-06-27 06:26:58 -0600
-categories: jekyll update
----
-You’ll find this post in your `_posts` directory. Go ahead and edit it and re-build the site to see your changes. You can rebuild the site in many different ways, but the most common way is to run `jekyll serve`, which launches a web server and auto-regenerates your site when a file is updated.
-
-Jekyll requires blog post files to be named according to the following format:
-
-`YEAR-MONTH-DAY-title.MARKUP`
-
-Where `YEAR` is a four-digit number, `MONTH` and `DAY` are both two-digit numbers, and `MARKUP` is the file extension representing the format used in the file. After that, include the necessary front matter. Take a look at the source for this post to get an idea about how it works.
-
-Jekyll also offers powerful support for code snippets:
-
-{% highlight ruby %}
-def print_hi(name)
- puts "Hi, #{name}"
-end
-print_hi('Tom')
-#=> prints 'Hi, Tom' to STDOUT.
-{% endhighlight %}
-
-Check out the [Jekyll docs][jekyll-docs] for more info on how to get the most out of Jekyll. File all bugs/feature requests at [Jekyll’s GitHub repo][jekyll-gh]. If you have questions, you can ask them on [Jekyll Talk][jekyll-talk].
-
-[jekyll-docs]: https://jekyllrb.com/docs/home
-[jekyll-gh]: https://github.com/jekyll/jekyll
-[jekyll-talk]: https://talk.jekyllrb.com/
diff --git a/_site/404.html b/_site/404.html
deleted file mode 100644
index ad55bf3..0000000
--- a/_site/404.html
+++ /dev/null
@@ -1,60 +0,0 @@
-
-
-
-
-
- | Align Robust Interactive Autonomy Lab
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
404
-
-
Page not found :(
-
The requested page could not be found.
-
-
-
-
-
-
diff --git a/_site/People/Lab Website Information - {Eric Brewer}/Eric Brewer.jpg b/_site/People/Lab Website Information - {Eric Brewer}/Eric Brewer.jpg
deleted file mode 100644
index 2028e54..0000000
Binary files a/_site/People/Lab Website Information - {Eric Brewer}/Eric Brewer.jpg and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill0-24.jpg b/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill0-24.jpg
deleted file mode 100644
index 146bd99..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill0-24.jpg and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill1-25.jpg b/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill1-25.jpg
deleted file mode 100644
index 909297c..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill1-25.jpg and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill2-26.jpg b/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill2-26.jpg
deleted file mode 100644
index 317440f..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill2-26.jpg and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill3-27.jpg b/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill3-27.jpg
deleted file mode 100644
index 454e84f..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill3-27.jpg and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill4-28.jpg b/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill4-28.jpg
deleted file mode 100644
index 2376655..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill4-28.jpg and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill5-29.jpg b/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill5-29.jpg
deleted file mode 100644
index c151f1a..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Data/PresetImageFill5-29.jpg and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Data/bullet_gbutton_gray-30.png b/_site/People/Lab Website Information - {Zifan Wu}/Data/bullet_gbutton_gray-30.png
deleted file mode 100644
index 242d214..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Data/bullet_gbutton_gray-30.png and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Data/image1-31.png b/_site/People/Lab Website Information - {Zifan Wu}/Data/image1-31.png
deleted file mode 100644
index 6c858ec..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Data/image1-31.png and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Data/image1-small-32.png b/_site/People/Lab Website Information - {Zifan Wu}/Data/image1-small-32.png
deleted file mode 100644
index 7ebb420..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Data/image1-small-32.png and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Data/image2-33.png b/_site/People/Lab Website Information - {Zifan Wu}/Data/image2-33.png
deleted file mode 100644
index 6460a9b..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Data/image2-33.png and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Data/image2-small-34.png b/_site/People/Lab Website Information - {Zifan Wu}/Data/image2-small-34.png
deleted file mode 100644
index 607c7e0..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Data/image2-small-34.png and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Index/AnnotationAuthorStorage.iwa b/_site/People/Lab Website Information - {Zifan Wu}/Index/AnnotationAuthorStorage.iwa
deleted file mode 100644
index 8293b87..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Index/AnnotationAuthorStorage.iwa and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Index/CalculationEngine.iwa b/_site/People/Lab Website Information - {Zifan Wu}/Index/CalculationEngine.iwa
deleted file mode 100644
index c3797c3..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Index/CalculationEngine.iwa and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Index/Document.iwa b/_site/People/Lab Website Information - {Zifan Wu}/Index/Document.iwa
deleted file mode 100644
index 1f08b65..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Index/Document.iwa and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Index/DocumentMetadata.iwa b/_site/People/Lab Website Information - {Zifan Wu}/Index/DocumentMetadata.iwa
deleted file mode 100644
index 7e3940b..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Index/DocumentMetadata.iwa and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Index/DocumentStylesheet.iwa b/_site/People/Lab Website Information - {Zifan Wu}/Index/DocumentStylesheet.iwa
deleted file mode 100644
index daa3cad..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Index/DocumentStylesheet.iwa and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Index/Metadata.iwa b/_site/People/Lab Website Information - {Zifan Wu}/Index/Metadata.iwa
deleted file mode 100644
index 3e0d6a9..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Index/Metadata.iwa and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Index/ViewState.iwa b/_site/People/Lab Website Information - {Zifan Wu}/Index/ViewState.iwa
deleted file mode 100644
index f7e7418..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Index/ViewState.iwa and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Metadata/BuildVersionHistory.plist b/_site/People/Lab Website Information - {Zifan Wu}/Metadata/BuildVersionHistory.plist
deleted file mode 100644
index e134666..0000000
--- a/_site/People/Lab Website Information - {Zifan Wu}/Metadata/BuildVersionHistory.plist
+++ /dev/null
@@ -1,8 +0,0 @@
-
-
-
-
- docx
- M14.1-7040.0.73-4
-
-
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Metadata/DocumentIdentifier b/_site/People/Lab Website Information - {Zifan Wu}/Metadata/DocumentIdentifier
deleted file mode 100644
index 2a1b683..0000000
--- a/_site/People/Lab Website Information - {Zifan Wu}/Metadata/DocumentIdentifier
+++ /dev/null
@@ -1 +0,0 @@
-8827AD53-D902-4FC4-A411-542454C1F77A
\ No newline at end of file
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/Metadata/Properties.plist b/_site/People/Lab Website Information - {Zifan Wu}/Metadata/Properties.plist
deleted file mode 100644
index 26d1cbc..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/Metadata/Properties.plist and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/preview-micro.jpg b/_site/People/Lab Website Information - {Zifan Wu}/preview-micro.jpg
deleted file mode 100644
index b48ef61..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/preview-micro.jpg and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/preview-web.jpg b/_site/People/Lab Website Information - {Zifan Wu}/preview-web.jpg
deleted file mode 100644
index 87e9518..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/preview-web.jpg and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zifan Wu}/preview.jpg b/_site/People/Lab Website Information - {Zifan Wu}/preview.jpg
deleted file mode 100644
index fe16c62..0000000
Binary files a/_site/People/Lab Website Information - {Zifan Wu}/preview.jpg and /dev/null differ
diff --git a/_site/People/Lab Website Information - {Zohre Karimi}/Lab Website Information - Zohre Karimi.docx b/_site/People/Lab Website Information - {Zohre Karimi}/Lab Website Information - Zohre Karimi.docx
deleted file mode 100644
index c7672a0..0000000
Binary files a/_site/People/Lab Website Information - {Zohre Karimi}/Lab Website Information - Zohre Karimi.docx and /dev/null differ
diff --git a/_site/about/index.html b/_site/about/index.html
deleted file mode 100644
index c805a99..0000000
--- a/_site/about/index.html
+++ /dev/null
@@ -1,61 +0,0 @@
-
-
-
-
-
- About | Align Robust Interactive Autonomy Lab
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
About
-
-
-
-
This is the base Jekyll theme. You can find out more info about customizing your Jekyll theme, as well as basic Jekyll usage documentation at jekyllrb.com
-
-
You can find the source code for Minima at GitHub:
-jekyll /
-minima
-
-
You can find the source code for Jekyll at GitHub:
-jekyll /
-jekyll
Jekyll requires blog post files to be named according to the following format:
-
-
YEAR-MONTH-DAY-title.MARKUP
-
-
Where YEAR is a four-digit number, MONTH and DAY are both two-digit numbers, and MARKUP is the file extension representing the format used in the file. After that, include the necessary front matter. Take a look at the source for this post to get an idea about how it works.
-
-
Jekyll also offers powerful support for code snippets:
-
-
def print_hi(name)
- puts "Hi, #{name}"
-end
-print_hi('Tom')
-#=> prints 'Hi, Tom' to STDOUT.
-
-
Check out the Jekyll docs for more info on how to get the most out of Jekyll. File all bugs/feature requests at Jekyll’s GitHub repo. If you have questions, you can ask them on Jekyll Talk.
]]>
\ No newline at end of file
diff --git a/_site/index.html b/_site/index.html
deleted file mode 100644
index d230d11..0000000
--- a/_site/index.html
+++ /dev/null
@@ -1,55 +0,0 @@
-
-
-
-
-
- Home | Align Robust Interactive Autonomy Lab
-
-
-
-
-
-
-
-
-
-
-
-
-
Aligned, Robust and Interactive Autonomy Lab at the University of Utah
-
-
-
-
Maybe a group picture?
-
-
-
- Add About here.
- Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Maecenas porttitor congue massa. Fusce posuere, magna sed pulvinar ultricies, purus lectus malesuada libero, sit amet commodo magna eros quis urna. Nunc viverra imperdiet enim. Fusce est. Vivamus a tellus. Pellentesque habitant morbi tristique senectus et netus et malesuada fames ac turpis egestas. Proin pharetra nonummy pede. Mauris et orci. Aenean nec lorem. In porttitor. Donec laoreet nonummy augue. Suspendisse dui purus, scelerisque at, vulputate vitae, pretium mattis, nunc. Mauris eget neque at sem venenatis eleifend. Ut nonummy.
-
You’ll find this post in your _posts directory. Go ahead and edit it and re-build the site to see your changes. You can rebuild the site in many different ways, but the most common way is to run jekyll serve, which launches a web server and auto-regenerates your site when a file is updated.
-
-
Jekyll requires blog post files to be named according to the following format:
-
-
YEAR-MONTH-DAY-title.MARKUP
-
-
Where YEAR is a four-digit number, MONTH and DAY are both two-digit numbers, and MARKUP is the file extension representing the format used in the file. After that, include the necessary front matter. Take a look at the source for this post to get an idea about how it works.
-
-
Jekyll also offers powerful support for code snippets:
-
-
def print_hi(name)
- puts "Hi, #{name}"
-end
-print_hi('Tom')
-#=> prints 'Hi, Tom' to STDOUT.
-
-
Check out the Jekyll docs for more info on how to get the most out of Jekyll. File all bugs/feature requests at Jekyll’s GitHub repo. If you have questions, you can ask them on Jekyll Talk.
I'm an assistant professor in the Kahlert School of Computing and the Robotics Center at the University of Utah. I completed my postdoc at UC Berkeley in 2022 and received my Ph.D. in Computer Science from UT Austin in 2020. My research broadly focuses on human-centered AI and human-AI alignment. My goal is to develop robots and other AI systems that can safely and efficiently interact with, learn from, teach, and empower human users. My lab's research spans the areas of human-robot interaction, reward and preference learning, human-in-the-loop machine learning, and AI safety. I am interested in applications in assistive, rehab, and surgical robotics, personal AI assistants, swarm robotics, and autonomous driving.
-
-
-
-
-
-
-
-
-
-
PhD Students
-
-
-
-
Connor Mattson
-
I am a second year Ph.D. Robotics Student in the Robotics Center and Kahlert School of Computing at the University of Utah. My primary research interests are Human-Robot Interaction, Multi-Agent RLHF, and Swarm Robotics. Currently I'm researching how machine learning can help humans understand what their robots are capable of, how we can efficiently leverage human input to teach multi-robot systems how to perform tasks, and how to share control of high-DoF robots between human teleoperators and AI. After my Ph.D., I plan to continue my research in a tenure-track faculty position at a research-focused university.
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Eric Brewer
-
I’m generally interested in learning algorithms, i.e., reinforcement learning, especially regarding perception.
-
-
-
-
-
-
-
-
-
-
-
Zohre Karimi
-
I am a third-year Ph.D. student in Robotics at the Kahlert School of Computing, University of Utah supervised by Dr. Daniel Brown. My research centers on Human-Robot Interaction and Surgical Robotics. To be more specific I am working on developing advanced reward learning techniques and imitation learning algorithms to enhance the capabilities of autonomous systems in surgical robotics. By integrating machine learning with robotics, I aim to improve precision, safety, and efficiency in robotic-assisted surgeries. In addition to this, I am engaged in projects exploring shared control between robots and humans, aiming to enhance collaborative interactions across various domains.
-
-
-
-
-
-
-
-
-
-
-
-
-
Atharv Belsare
-
ALorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Cras semper auctor neque vitae. In nisl nisi scelerisque eu ultrices vitae auctor eu. Nunc pulvinar sapien et ligula ullamcorper. Sociis natoque penatibus et magnis dis parturient montes. Sed lectus vestibulum mattis ullamcorper. Lorem sed risus ultricies tristique nulla aliquet enim tortor at. Scelerisque eu ultrices vitae auctor. Facilisis leo vel fringilla est ullamcorper eget nulla. Lectus nulla at volutpat diam ut venenatis tellus in metus. Ullamcorper velit sed ullamcorper morbi tincidunt ornare massa. Facilisis magna etiam tempor orci. Suscipit adipiscing bibendum est ultricies integer quis.
-
-
-
-
-
-
-
-
-
-
-
-
-
Zifan Wu
-
I am a first-year Ph.D. student at the University of Utah. My primary research focus is on Deep Reinforcement Learning (DRL). Specifically, I've been investigating methods to improve the sample efficiency and safety of DRL algorithms. To that end, I delve into fields such as model-based RL, offline RL, constrained RL, and also representation learning. Currently I'm interested in studying the relationship between the data distribution shift during policy learning and the plasticity loss in the policy network (inability to adapt to unseen data distributions).
Welcome to our research page! Our lab is focused on advancing the fields of human-centered AI and human-robot interaction, with specific emphasis on reward learning, assistive and medical robotics, safety and robustness, and multi-agent systems.
-
-
-
-
Reward Learning
-
-
Reward learning is at the core of creating intelligent systems that can make decisions based on feedback. Our research in this area focuses on:
Learning reward functions that transfer across different robot/agent embodiments: How can you take demonstrations from an agent and learn a reward function that transfers to a new agent with potentially different body shape, transition dynamics, action space, etc? How can you leverage human feedback to perform cross-embodiment reward learning from suboptimal demonstrations?
-
Learning from multiple forms of human feedback: How should AI systems fuse different forms of human feedback, such as natural language, corrections, comparisons, demonstrations, e-stops, etc? What types of feedback are most informative for learning and when should a robot query for a specific type of feedback?
-
-
-
Publications: [Link to publications or references]
-
-
-
-
-
-
Assistive and Medical Robotics
-
-
We are developing robotic systems that assist individuals with disabilities and improve medical care. Our work includes:
Learning from human preferences to learn rewards for surgical tasks: Surgical tasks are messy and everything is deformable and partially observed. How can we perform RL from human feedback in these types of settings?
-
AI-enabled assistive neck exoskeletons for individuals with neck disabilities: Many people suffer from head-drop and other neck disabilities, significantly impacting their quality of life. We are designing AI controllers for the world’s first powered neck exoskelton that can infer user intent with the aim of restoring normal neck mobility.
-
-
-
Publications: [Link to publications or references]
-
-—
-
-
-
Safety, Robustness, and Transparency
-
-
Ensuring the safety and robustness of robotic systems is crucial for deployment in real-world settings. Our research focuses on:
Robots that know when they need to request human interventions: Robots need to know what they know and what they don’t know. Especially in risk-sensitive domains, such as surgical robotics, robots need to be able to reliably identify novel and risky states so they can request surgeon interventions.
-
Interpretable reward learning for alignment verification: Black-box neural networks are hard to interpret and debug. Can we use more interpretable structures such as differentiable decision trees to assist humans in interpreting learned rewards?
-
Demonstration sufficiency: How can robots and other AI systems that learn from demonstrations know if they have received enough data? How can robots provide high-confidence guarantees on their performance in these types of settings?
-
-
-
Publications: [Link to publications or references]
-
-—
-
-
-
Multi-Agent Systems
-
-
We explore how multiple autonomous agents can collaborate and interact to solve complex problems. Our work in this area includes:
-
-
-
Key Topics: Emergent behaviors, bio-inspired swarms, learning from human feedback, multi-agent RL
-
Current Projects:
-
-
Human-in-the-loop discovery of emergent swarm behaviors: Multi-agent systems often exhibit facinating emergent collective behaviors that result from simple local interactions and rules. However, most work on swarm robotics is focused on engineering specific behaviors. We take an alternative approach and ask the question, given a set of robots with certain capabilities, what are the different emergent behaviors that are possible?
-
Human-swarm interaction: Swarms are typically composed of large numbers of simple agents. Thus, it is intractable to have a human micro-manage the swarm. How can humans efficiently interact with many robots? Can the human interact with the swarm at higher-levels of abstraction?
-
-
-
Publications: [Link to publications or references]
-
Aligned, Robust and Interactive Autonomy Lab at the University of Utah
-
-
-
-
-
-
-
-
-
About Us
-
-
-
- We're a group of AI researchers working on building and studying the next generation of AI systems with a focus on human-robot interaction, human-in-the-loop reinforcement learning, and AI safety and robustness.
-
-
-
-
-
-
Recent News
-
-
-
-
-
Congrats to Connor and Varun for their paper, "Discovery and Deployment of Emergent Robot Swarm Behaviors via Representation Learning and Real2Sim2Real Transfer," accepted by the 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS'25)
-
Congrats to Chia, Eric, and Connor for getting their paper "A dataset of paired head and eye movements during visual tasks in virtual environments" accepted by Scientific Data - Nature.
-
Congrats to Atharv, Connor, and Zohre for getting their paper "Toward Zero-Shot User Intent Recognition in Shared Autonomy" accepted by the ACM/IEEE International Conference on Human-Robot Interaction (HRI'25).
I'm an assistant professor in the Kahlert School of Computing and the Robotics Center at the University of Utah. I completed my postdoc at UC Berkeley in 2022 and received my Ph.D. in Computer Science from UT Austin in 2020. My research broadly focuses on human-centered AI and human-AI alignment. My goal is to develop robots and other AI systems that can safely and efficiently interact with, learn from, teach, and empower human users. My lab's research spans the areas of human-robot interaction, reward and preference learning, human-in-the-loop machine learning, and AI safety. I am interested in applications in assistive, rehab, and surgical robotics, personal AI assistants, swarm robotics, and autonomous driving.
-
-
-
-
-
-
-
-
-
-
PhD Students
-
-
-
-
Connor Mattson
-
I am a second year Ph.D. Robotics Student in the Robotics Center and Kahlert School of Computing at the University of Utah. My primary research interests are Human-Robot Interaction, Multi-Agent RLHF, and Swarm Robotics. Currently I'm researching how machine learning can help humans understand what their robots are capable of, how we can efficiently leverage human input to teach multi-robot systems how to perform tasks, and how to share control of high-DoF robots between human teleoperators and AI. After my Ph.D., I plan to continue my research in a tenure-track faculty position at a research-focused university.
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Eric Brewer
-
I’m generally interested in learning algorithms, i.e., reinforcement learning, especially regarding perception.
-
-
-
-
-
-
-
-
-
-
-
Zohre Karimi
-
I am a third-year Ph.D. student in Robotics at the Kahlert School of Computing, University of Utah supervised by Dr. Daniel Brown. My research centers on Human-Robot Interaction and Surgical Robotics. To be more specific I am working on developing advanced reward learning techniques and imitation learning algorithms to enhance the capabilities of autonomous systems in surgical robotics. By integrating machine learning with robotics, I aim to improve precision, safety, and efficiency in robotic-assisted surgeries. In addition to this, I am engaged in projects exploring shared control between robots and humans, aiming to enhance collaborative interactions across various domains.
-
-
-
-
-
-
-
-
-
-
-
-
-
Atharv Belsare
-
I am a first year Ph.D. student in Computer Science at the Kahlert School of Computing. My research interests include Human-Robot Interaction and Assistive Robotics.
-
-
-
-
-
-
-
-
-
-
-
-
-
Zifan Wu
-
I am a first-year Ph.D. student at the University of Utah. My primary research focus is on Deep Reinforcement Learning (DRL). Specifically, I've been investigating methods to improve the sample efficiency and safety of DRL algorithms. To that end, I delve into fields such as model-based RL, offline RL, constrained RL, and also representation learning. Currently I'm interested in studying the relationship between the data distribution shift during policy learning and the plasticity loss in the policy network (inability to adapt to unseen data distributions).
-
-
-
-
-
-
-
-
-
-
-
Ali Larian
-
I am a PhD student at the University of Utah, working under the supervision of Dr. Daniel Brown. My research focuses on designing and implementing models that enable robots to self-assess their performance and operate independently of human supervision, while remaining aligned with human objectives. To achieve this, I use a variety of tools, including Reinforcement Learning (RL), Inverse Reinforcement Learning (IRL), Bayesian IRL, and learning from different types of human feedback.
-In my free time, you can find me playing tennis or swimming. I also enjoy reading and discussing topics related to economics.
-
-
-
-
-
-
-
-
-
-
Akansha Kalra
-
I'm a PhD student in the CS program advised by Dr. Daniel Brown. I graduated with an MS in Electrical and Computer Engineering from Carnegie Mellon University .
-
-
-
-
-
-
-
-
-
-
-
-
Varun Raveendra
-
I am a PhD student at the University of Utah. My research interests include Reinforcement Learning with Robots, RLHF, Swarm Robots, and Multi-Agent Robots.
-
-
-
-
-
-
-
-
Graduate Students
-
-
-
-
Seongil Heo
-
I am a first-year M.S. student in Computer Science at the University of Utah. I am advised by Professor Daniel Brown and conduct research focusing on multi-agent systems and Swarm Robotics.
-
-
-
-
-
-
-
-
-
-
-
-
Parth Bhandari
-
I am a first-year M.S. student majoring in Computer Science, working under the supervision of Dr. Daniel Brown. My research interests include Generative AI, Large Language Models, and I have experience with recommendation systems and conversational chatbots.
-
-
-
-
-
-
-
-
Undergraduate Students
-
-
-
-
Thomas Fenno
-
I'm an undergraduate student at the University of Utah majoring in Computer Science with a minor in Cognitive Science. My interests lie in AI Human-AI inter and AI safety. Currently, I'm working on research related to goal inference capabilities of AI agents by analyzing human behavior in dynamic environments, under the guidance of Dr. Daniel S. Brown. My long-term goal is to pursue a PhD and contribute to advancing AI in ways that are provably beneficial to citizens.
-
-
-
-
-
-
-
Alumni
-
-
-
-
Anda Xie
-
I am a High School Junior at West High School volunteering as an intern at the Kahlert School of Computing at the University of Utah. In the summer of 2024, I worked in Professor Daniel Brown’s research laboratory assisting in the construction of swarm robots for research in emergent behavior as well as the operation of a ROS control system. I am interested in both software and hardware development. I plan to pursue an undergraduate degree in EE at a research focused university before graduate school.
-
-
-
-
-
-
-
diff --git a/public/404.html b/public/404.html
new file mode 100644
index 0000000..a212897
--- /dev/null
+++ b/public/404.html
@@ -0,0 +1,19 @@
+
+
+
+
+
+ Redirecting…
+
+
+
+
+ Redirecting…
+
+
+
\ No newline at end of file
diff --git a/_site/assets/images/banner.png b/public/UofU.png
similarity index 100%
rename from _site/assets/images/banner.png
rename to public/UofU.png
diff --git a/public/images/banner/2025AAMAS.png b/public/images/banner/2025AAMAS.png
new file mode 100644
index 0000000..eb1768d
Binary files /dev/null and b/public/images/banner/2025AAMAS.png differ
diff --git a/public/images/banner/MSRobotGrads.png b/public/images/banner/MSRobotGrads.png
new file mode 100644
index 0000000..f1b77ff
Binary files /dev/null and b/public/images/banner/MSRobotGrads.png differ
diff --git a/assets/images/PXL_20240914_141904501.jpg b/public/images/banner/banner.jpg
similarity index 100%
rename from assets/images/PXL_20240914_141904501.jpg
rename to public/images/banner/banner.jpg
diff --git a/_site/assets/images/DanielBrown.jpg b/public/images/people/1-DanielBrown.jpg
similarity index 100%
rename from _site/assets/images/DanielBrown.jpg
rename to public/images/people/1-DanielBrown.jpg
diff --git a/public/images/people/10-SeongilHeo.jpg b/public/images/people/10-SeongilHeo.jpg
new file mode 100644
index 0000000..c406932
Binary files /dev/null and b/public/images/people/10-SeongilHeo.jpg differ
diff --git a/assets/images/ParthBhandari.jpeg b/public/images/people/11-ParthBhandari.jpeg
similarity index 100%
rename from assets/images/ParthBhandari.jpeg
rename to public/images/people/11-ParthBhandari.jpeg
diff --git a/assets/images/ThomasFenno.jpg b/public/images/people/12-ThomasFenno.jpg
similarity index 100%
rename from assets/images/ThomasFenno.jpg
rename to public/images/people/12-ThomasFenno.jpg
diff --git a/assets/images/AndaXie.jpg b/public/images/people/13-AndaXie.jpg
similarity index 100%
rename from assets/images/AndaXie.jpg
rename to public/images/people/13-AndaXie.jpg
diff --git a/_site/assets/images/ConnorMattson.png b/public/images/people/2-ConnorMattson.png
similarity index 100%
rename from _site/assets/images/ConnorMattson.png
rename to public/images/people/2-ConnorMattson.png
diff --git a/People/Lab Website Information - {Eric Brewer}/Eric Brewer.jpg b/public/images/people/3-EricBrewer.jpg
similarity index 100%
rename from People/Lab Website Information - {Eric Brewer}/Eric Brewer.jpg
rename to public/images/people/3-EricBrewer.jpg
diff --git a/_site/assets/images/ZohreKarimi.jpg b/public/images/people/4-ZohreKarimi.jpg
similarity index 100%
rename from _site/assets/images/ZohreKarimi.jpg
rename to public/images/people/4-ZohreKarimi.jpg
diff --git a/_site/assets/images/AtharvBelsare.jpg b/public/images/people/5-AtharvBelsare.jpg
similarity index 100%
rename from _site/assets/images/AtharvBelsare.jpg
rename to public/images/people/5-AtharvBelsare.jpg
diff --git a/_site/assets/images/ZifanWu.jpg b/public/images/people/6-ZifanWu.jpg
similarity index 100%
rename from _site/assets/images/ZifanWu.jpg
rename to public/images/people/6-ZifanWu.jpg
diff --git a/assets/images/AliLarian.jpg b/public/images/people/7-AliLarian.jpg
similarity index 100%
rename from assets/images/AliLarian.jpg
rename to public/images/people/7-AliLarian.jpg
diff --git a/assets/images/AkanshaKalra.png b/public/images/people/8-AkanshaKalra.png
similarity index 100%
rename from assets/images/AkanshaKalra.png
rename to public/images/people/8-AkanshaKalra.png
diff --git a/assets/images/VarunRaveendra.jpg b/public/images/people/9-VarunRaveendra.jpg
similarity index 100%
rename from assets/images/VarunRaveendra.jpg
rename to public/images/people/9-VarunRaveendra.jpg
diff --git a/public/images/people/placeholder.png b/public/images/people/placeholder.png
new file mode 100644
index 0000000..1d0fd84
Binary files /dev/null and b/public/images/people/placeholder.png differ
diff --git a/public/images/placeholder.png b/public/images/placeholder.png
new file mode 100644
index 0000000..b8c902e
Binary files /dev/null and b/public/images/placeholder.png differ
diff --git a/assets/images/modelling.png b/public/images/publications/1-2023Gaurav.png
similarity index 100%
rename from assets/images/modelling.png
rename to public/images/publications/1-2023Gaurav.png
diff --git a/_site/assets/images/Connor-publications/novelty.gif b/public/images/publications/10-2023C..gif
similarity index 100%
rename from _site/assets/images/Connor-publications/novelty.gif
rename to public/images/publications/10-2023C..gif
diff --git a/assets/images/QuantifyingAssistive.gif b/public/images/publications/11-2023Jerry.gif
similarity index 100%
rename from assets/images/QuantifyingAssistive.gif
rename to public/images/publications/11-2023Jerry.gif
diff --git a/assets/images/DemosBIRL.png b/public/images/publications/12-2024Tu.png
similarity index 100%
rename from assets/images/DemosBIRL.png
rename to public/images/publications/12-2024Tu.png
diff --git a/assets/images/Jordan-publications/ModellingMDN.png b/public/images/publications/13-2024Jordan.png
similarity index 100%
rename from assets/images/Jordan-publications/ModellingMDN.png
rename to public/images/publications/13-2024Jordan.png
diff --git a/_site/assets/images/Zohre-publications/RewardFromSubOptimalDemos.png b/public/images/publications/14-2024Zohre.png
similarity index 100%
rename from _site/assets/images/Zohre-publications/RewardFromSubOptimalDemos.png
rename to public/images/publications/14-2024Zohre.png
diff --git a/_site/assets/images/Connor-publications/xprefs.gif b/public/images/publications/15-2024Anurag.gif
similarity index 100%
rename from _site/assets/images/Connor-publications/xprefs.gif
rename to public/images/publications/15-2024Anurag.gif
diff --git a/assets/images/Zero-ShotAutonomy.png b/public/images/publications/16-2025Atharv.png
similarity index 100%
rename from assets/images/Zero-ShotAutonomy.png
rename to public/images/publications/16-2025Atharv.png
diff --git a/assets/images/UncertaintyAwareSurgery.png b/public/images/publications/17-2025Jordan.png
similarity index 100%
rename from assets/images/UncertaintyAwareSurgery.png
rename to public/images/publications/17-2025Jordan.png
diff --git a/assets/images/EmergentBehavior.png b/public/images/publications/18-2025Connor.png
similarity index 100%
rename from assets/images/EmergentBehavior.png
rename to public/images/publications/18-2025Connor.png
diff --git a/assets/images/neckexo.png b/public/images/publications/2-2023Jordan.png
similarity index 100%
rename from assets/images/neckexo.png
rename to public/images/publications/2-2023Jordan.png
diff --git a/assets/images/SIRL.png b/public/images/publications/3-2023Andreea.png
similarity index 100%
rename from assets/images/SIRL.png
rename to public/images/publications/3-2023Andreea.png
diff --git a/assets/images/Benchmarks.png b/public/images/publications/4-2023Daniel.png
similarity index 100%
rename from assets/images/Benchmarks.png
rename to public/images/publications/4-2023Daniel.png
diff --git a/assets/images/Causal.png b/public/images/publications/5-2023Jeremy.png
similarity index 100%
rename from assets/images/Causal.png
rename to public/images/publications/5-2023Jeremy.png
diff --git a/assets/images/Contexual Reliability.png b/public/images/publications/6-2023Gaurav.png
similarity index 100%
rename from assets/images/Contexual Reliability.png
rename to public/images/publications/6-2023Gaurav.png
diff --git a/assets/images/PBRL.png b/public/images/publications/7-2024Yi.png
similarity index 100%
rename from assets/images/PBRL.png
rename to public/images/publications/7-2024Yi.png
diff --git a/assets/images/PCG.png b/public/images/publications/8-2023Nancy.png
similarity index 100%
rename from assets/images/PCG.png
rename to public/images/publications/8-2023Nancy.png
diff --git a/_site/assets/images/Connor-publications/pub1.gif b/public/images/publications/9-2023C..gif
similarity index 100%
rename from _site/assets/images/Connor-publications/pub1.gif
rename to public/images/publications/9-2023C..gif
diff --git a/public/images/videos/4-2025Ploutos.png b/public/images/videos/4-2025Ploutos.png
new file mode 100644
index 0000000..6971a9c
Binary files /dev/null and b/public/images/videos/4-2025Ploutos.png differ
diff --git a/public/logo.png b/public/logo.png
new file mode 100644
index 0000000..c14d435
Binary files /dev/null and b/public/logo.png differ
diff --git a/public/manifest.json b/public/manifest.json
new file mode 100644
index 0000000..d4d05e1
--- /dev/null
+++ b/public/manifest.json
@@ -0,0 +1,14 @@
+{
+ "short_name": "ARIA Lab",
+ "name": "Aligned, Robust and Interactive Autonomy Lab",
+ "icons": [
+ {
+ "src": "logo.png",
+ "type": "image/png",
+ "sizes": "800x740"
+ }
+ ],
+ "start_url": ".",
+ "display": "standalone",
+ "background_color": "#707271"
+}
diff --git a/public/robots.txt b/public/robots.txt
new file mode 100644
index 0000000..c2a49f4
--- /dev/null
+++ b/public/robots.txt
@@ -0,0 +1,2 @@
+User-agent: *
+Allow: /
diff --git a/publications.md b/publications.md
deleted file mode 100644
index a694f9d..0000000
--- a/publications.md
+++ /dev/null
@@ -1,314 +0,0 @@
----
-layout: default
-title: Publications
----
-
-
-
Publications
-
-
-
-
-
-
-
Discovery and Deployment of Emergent Robot Swarm Behaviors via Representation Learning and Real2Sim2Real Transfer
-
Connor Mattson, Varun Raveendra, Ricardo Vega, Cameron Nowzari, Daniel S Drew, Daniel S Brown
-
International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2025), May 2025.
+
+ {/* U Logo (right) */}
+
+
+
+
+
+ );
+};
+
+export default Header;
\ No newline at end of file
diff --git a/src/components/Spinner.jsx b/src/components/Spinner.jsx
new file mode 100644
index 0000000..af7a169
--- /dev/null
+++ b/src/components/Spinner.jsx
@@ -0,0 +1,9 @@
+const Spinner = () => {
+ return (
+
+
+
+ );
+};
+
+export default Spinner;
diff --git a/src/components/Title.jsx b/src/components/Title.jsx
new file mode 100644
index 0000000..d1fb242
--- /dev/null
+++ b/src/components/Title.jsx
@@ -0,0 +1,9 @@
+const Title = ({ name }) => {
+ return (
+
+ {name}
+
+ );
+};
+
+export default Title;
diff --git a/src/components/index.jsx b/src/components/index.jsx
new file mode 100644
index 0000000..0616f15
--- /dev/null
+++ b/src/components/index.jsx
@@ -0,0 +1,16 @@
+import Header from './Header';
+import Footer from './Footer';
+import Button from './Button';
+import ButtonR from './ButtonR';
+import Title from './Title';
+import Spinner from './Spinner';
+import Carousel from './Carousel';
+export {
+ Header,
+ Footer,
+ Button,
+ ButtonR,
+ Title,
+ Spinner,
+ Carousel
+};
diff --git a/src/data/home.json b/src/data/home.json
new file mode 100644
index 0000000..d5bfaf2
--- /dev/null
+++ b/src/data/home.json
@@ -0,0 +1,10 @@
+{
+ "Title": "Aligned, Robust and Interactive Autonomy Lab at the University of Utah",
+ "Description": "We're a group of AI researchers working on building and studying the next generation of AI systems with a focus on human-robot interaction, human-in-the-loop reinforcement learning, and AI safety and robustness.",
+ "numNews": 3,
+ "BannerImages": [
+ "/images/banner/banner.jpg",
+ "/images/banner/MSRobotGrads.png",
+ "/images/banner/2025AAMAS.png"
+ ]
+}
\ No newline at end of file
diff --git a/src/data/index.jsx b/src/data/index.jsx
new file mode 100644
index 0000000..7719ed9
--- /dev/null
+++ b/src/data/index.jsx
@@ -0,0 +1,16 @@
+import home from './home.json';
+import people from "./people.json";
+import research from './research.json';
+import publications from './publications.json';
+import videos from './videos.json';
+import news from './news.json';
+
+export {
+ home,
+ people,
+ research,
+ publications,
+ videos,
+ news
+};
+
diff --git a/src/data/news.json b/src/data/news.json
new file mode 100644
index 0000000..e54de60
--- /dev/null
+++ b/src/data/news.json
@@ -0,0 +1,14 @@
+[
+ {
+ "Id": 1,
+ "Content": "Congrats to Atharv, Connor, and Zohre for getting their paper \"Toward Zero-Shot User Intent Recognition in Shared Autonomy\" accepted by the ACM/IEEE International Conference on Human-Robot Interaction (HRI'25)."
+ },
+ {
+ "Id": 2,
+ "Content": "Congrats to Chia, Eric, and Connor for getting their paper \"A dataset of paired head and eye movements during visual tasks in virtual environments\" accepted by Scientific Data - Nature."
+ },
+ {
+ "Id": 3,
+ "Content": "Congrats to Connor and Varun for their paper, \"Discovery and Deployment of Emergent Robot Swarm Behaviors via Representation Learning and Real2Sim2Real Transfer,\" accepted by the 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS'25)"
+ }
+]
\ No newline at end of file
diff --git a/src/data/people.json b/src/data/people.json
new file mode 100644
index 0000000..ca9544f
--- /dev/null
+++ b/src/data/people.json
@@ -0,0 +1,207 @@
+[
+ {
+ "role": "Faculty Members",
+ "items": [
+ {
+ "Id": 1,
+ "Name": "Daniel Brown",
+ "Image": "/images/people/1-DanielBrown.jpg",
+ "Role": "Faculty Members",
+ "Alumni": false,
+ "Bio": "I'm an assistant professor in the Kahlert School of Computing and the Robotics Center at the University of Utah. I completed my postdoc at UC Berkeley in 2022 and received my Ph.D. in Computer Science from UT Austin in 2020. My research broadly focuses on human-centered AI and human-AI alignment. My goal is to develop robots and other AI systems that can safely and efficiently interact with, learn from, teach, and empower human users. My lab's research spans the areas of human-robot interaction, reward and preference learning, human-in-the-loop machine learning, and AI safety. I am interested in applications in assistive, rehab, and surgical robotics, personal AI assistants, swarm robotics, and autonomous driving.",
+ "Filename": "1-DanielBrown.jpg",
+ "Url": "https://drive.google.com/file/d/1ubi7W-qVWN7Yn1URsF7DBNSeyzCpK0tT/view?usp=drive_link",
+ "Links": {
+ "Homepage": "https://users.cs.utah.edu/~dsbrown",
+ "Scholar": "https://scholar.google.com/citations?hl=en&user=A3wg18wAAAAJ&view_op=list_works&sortby=pubdate"
+ }
+ }
+ ]
+ },
+ {
+ "role": "PhD Students",
+ "items": [
+ {
+ "Id": 2,
+ "Name": "Connor Mattson",
+ "Image": "/images/people/2-ConnorMattson.png",
+ "Role": "PhD Students",
+ "Alumni": false,
+ "Bio": "I am a second year Ph.D. Robotics Student in the Robotics Center and Kahlert School of Computing at the University of Utah. My primary research interests are Human-Robot Interaction, Multi-Agent RLHF, and Swarm Robotics. Currently I'm researching how machine learning can help humans understand what their robots are capable of, how we can efficiently leverage human input to teach multi-robot systems how to perform tasks, and how to share control of high-DoF robots between human teleoperators and AI. After my Ph.D., I plan to continue my research in a tenure-track faculty position at a research-focused university.",
+ "Filename": "2-ConnorMattson.png",
+ "Url": "https://drive.google.com/file/d/16QYZnUj8bI5tDSMlZgz0R2JNN7tPUiAz/view?usp=drive_link",
+ "Links": {
+ "Homepage": "https://users.cs.utah.edu/~cmattson",
+ "Scholar": "https://scholar.google.com/citations?user=mQgtCDAAAAAJ&hl=en",
+ "Github": "https://github.com/Connor-Mattson",
+ "Twitter": "https://x.com/connormat",
+ "LinkedIn": "https://www.linkedin.com/in/connorgmattson/"
+ }
+ },
+ {
+ "Id": 3,
+ "Name": "Eric Brewer",
+ "Image": "/images/people/3-EricBrewer.jpg",
+ "Role": "PhD Students",
+ "Alumni": false,
+ "Bio": "I’m generally interested in learning algorithms, i.e., reinforcement learning, especially regarding perception.",
+ "Filename": "3-EricBrewer.jpg",
+ "Url": "https://drive.google.com/file/d/15blAApjRAdokoQm3xVK2yux6Cbl1n4kD/view?usp=drive_link",
+ "Links": {
+ "Github": "https://github.com/EricRobertBrewer"
+ }
+ },
+ {
+ "Id": 4,
+ "Name": "Zohre Karimi",
+ "Image": "/images/people/4-ZohreKarimi.jpg",
+ "Role": "PhD Students",
+ "Alumni": false,
+ "Bio": "I am a third-year Ph.D. student in Robotics at the Kahlert School of Computing, University of Utah supervised by Dr. Daniel Brown. My research centers on Human-Robot Interaction and Surgical Robotics. To be more specific I am working on developing advanced reward learning techniques and imitation learning algorithms to enhance the capabilities of autonomous systems in surgical robotics. By integrating machine learning with robotics, I aim to improve precision, safety, and efficiency in robotic-assisted surgeries. In addition to this, I am engaged in projects exploring shared control between robots and humans, aiming to enhance collaborative interactions across various domains.",
+ "Filename": "4-ZohreKarimi.jpg",
+ "Url": "https://drive.google.com/file/d/1WTy9z5A4xPvjlIloU6oR4_KjI1r7lcAw/view?usp=drive_link",
+ "Links": {
+ "Homepage": "https://zohre-karimi.github.io"
+ }
+ },
+ {
+ "Id": 5,
+ "Name": "Atharv Belsare",
+ "Image": "/images/people/5-AtharvBelsare.jpg",
+ "Role": "PhD Students",
+ "Alumni": false,
+ "Bio": "I am a first year Ph.D. student in Computer Science at the Kahlert School of Computing. My research interests include Human-Robot Interaction and Assistive Robotics.",
+ "Filename": "5-AtharvBelsare.jpg",
+ "Url": "https://drive.google.com/file/d/1NGI45RvsECMavEREA_lBCepJT4OhN3k-/view?usp=drive_link",
+ "Links": {}
+ },
+ {
+ "Id": 6,
+ "Name": "Zifan Wu",
+ "Image": "/images/people/6-ZifanWu.jpg",
+ "Role": "PhD Students",
+ "Alumni": false,
+ "Bio": "I am a first-year Ph.D. student at the University of Utah. My primary research focus is on Deep Reinforcement Learning (DRL). Specifically, I've been investigating methods to improve the sample efficiency and safety of DRL algorithms. To that end, I delve into fields such as model-based RL, offline RL, constrained RL, and also representation learning. Currently I'm interested in studying the relationship between the data distribution shift during policy learning and the plasticity loss in the policy network (inability to adapt to unseen data distributions).",
+ "Filename": "6-ZifanWu.jpg",
+ "Url": "https://drive.google.com/file/d/15A08uMuwUMuCQgW5PLfvb0bzDDLxqMV9/view?usp=drive_link",
+ "Links": {
+ "Scholar": "https://scholar.google.com/citations?user=cHCsqP8AAAAJ&hl",
+ "Github": "https://github.com/zifanwu"
+ }
+ },
+ {
+ "Id": 7,
+ "Name": "Ali Larian",
+ "Image": "/images/people/7-AliLarian.jpg",
+ "Role": "PhD Students",
+ "Alumni": false,
+ "Bio": "I am a PhD student at the University of Utah, working under the supervision of Dr. Daniel Brown. My research focuses on designing and implementing models that enable robots to self-assess their performance and operate independently of human supervision, while remaining aligned with human objectives. To achieve this, I use a variety of tools, including Reinforcement Learning (RL), Inverse Reinforcement Learning (IRL), Bayesian IRL, and learning from different types of human feedback. In my free time, you can find me playing tennis or swimming. I also enjoy reading and discussing topics related to economics.",
+ "Filename": "7-AliLarian.jpg",
+ "Url": "https://drive.google.com/file/d/1ZGGv2PObQwhLjF4M1ZThBxYbR5mV6bow/view?usp=drive_link",
+ "Links": {
+ "Github": "https://github.com/Alilarian"
+ }
+ },
+ {
+ "Id": 8,
+ "Name": "Akansha Kalra",
+ "Image": "/images/people/8-AkanshaKalra.png",
+ "Role": "PhD Students",
+ "Alumni": false,
+ "Bio": "I'm a PhD student in the CS program advised by Dr. Daniel Brown. I graduated with an MS in Electrical and Computer Engineering from Carnegie Mellon University.",
+ "Filename": "8-AkanshaKalra.png",
+ "Url": "https://drive.google.com/file/d/10-WKNB5BD6gToHnin2YtdBKwS0dWcgi4/view?usp=drive_link",
+ "Links": {
+ "Homepage": "https://akansha-kalra.github.io",
+ "Scholar": "https://scholar.google.com/citations?user=QrkO660AAAAJ&hl=en",
+ "Github": "https://github.com/akansha-kalra"
+ }
+ },
+ {
+ "Id": 9,
+ "Name": "Varun Raveendra",
+ "Image": "/images/people/9-VarunRaveendra.jpg",
+ "Role": "PhD Students",
+ "Alumni": false,
+ "Bio": "I am a PhD student at the University of Utah. My research interests include Reinforcement Learning with Robots, RLHF, Swarm Robots, and Multi-Agent Robots.",
+ "Filename": "9-VarunRaveendra.jpg",
+ "Url": "https://drive.google.com/file/d/1c9AT8QejUcaML3vsYFj0n2Bqv475hj7N/view?usp=drive_link",
+ "Links": {
+ "Github": "https://github.com/varunraveendra",
+ "LinkedIn": "https://www.linkedin.com/in/varun-robotics"
+ }
+ }
+ ]
+ },
+ {
+ "role": "Graduate Students",
+ "items": [
+ {
+ "Id": 10,
+ "Name": "Seongil Heo",
+ "Image": "/images/people/10-SeongilHeo.jpg",
+ "Role": "Graduate Students",
+ "Alumni": false,
+ "Bio": "I am a first-year M.S. student in Computer Science at the University of Utah. I am advised by Professor Daniel Brown and conduct research focusing on multi-agent systems and Swarm Robotics.",
+ "Filename": "10-SeongilHeo.jpg",
+ "Url": "https://drive.google.com/file/d/1t3tYoy02uUZWU6dipWwYawJaGAuzO4jL/view?usp=drive_link",
+ "Links": {
+ "Homepage": "https://seongil-heo.com",
+ "Github": "https://github.com/seongilHeo",
+ "LinkedIn": "https://www.linkedin.com/in/seongil-heo"
+ }
+ },
+ {
+ "Id": 11,
+ "Name": "Parth Bhandari",
+ "Image": "/images/people/11-ParthBhandari.jpeg",
+ "Role": "Graduate Students",
+ "Alumni": false,
+ "Bio": "I am a first-year M.S. student majoring in Computer Science, working under the supervision of Dr. Daniel Brown. My research interests include Generative AI, Large Language Models, and I have experience with recommendation systems and conversational chatbots.",
+ "Filename": "11-ParthBhandari.jpeg",
+ "Url": "https://drive.google.com/file/d/1r0ZanHNLyuqyzb9AYVKFGVQaBjZGxQAH/view?usp=drive_link",
+ "Links": {
+ "Github": "https://github.com/parthbhandari1",
+ "LinkedIn": "https://www.linkedin.com/in/parthbhandari"
+ }
+ }
+ ]
+ },
+ {
+ "role": "Undergraduate Students",
+ "items": [
+ {
+ "Id": 12,
+ "Name": "Thomas Fenno",
+ "Image": "/images/people/12-ThomasFenno.jpg",
+ "Role": "Undergraduate Students",
+ "Alumni": false,
+ "Bio": "I'm an undergraduate student at the University of Utah majoring in Computer Science with a minor in Cognitive Science. My interests lie in AI Human-AI inter and AI safety. Currently, I'm working on research related to goal inference capabilities of AI agents by analyzing human behavior in dynamic environments, under the guidance of Dr. Daniel S. Brown. My long-term goal is to pursue a PhD and contribute to advancing AI in ways that are provably beneficial to citizens.",
+ "Filename": "12-ThomasFenno.jpg",
+ "Url": "https://drive.google.com/file/d/1XplzPQdv8BxTK5-1U0dqDTXADi4ZFnxP/view?usp=drive_link",
+ "Links": {
+ "Homepage": "https://github.com/tomfenno",
+ "Github": "https://github.com/tomfenno"
+ }
+ }
+ ]
+ },
+ {
+ "role": "Alumni",
+ "items": [
+ {
+ "Id": 13,
+ "Name": "Anda Xie",
+ "Image": "/images/people/13-AndaXie.jpg",
+ "Role": "Undergraduate Students",
+ "Alumni": true,
+ "Bio": "I am a High School Junior at West High School volunteering as an intern at the Kahlert School of Computing at the University of Utah. In the summer of 2024, I worked in Professor Daniel Brown’s research laboratory assisting in the construction of swarm robots for research in emergent behavior as well as the operation of a ROS control system. I am interested in both software and hardware development. I plan to pursue an undergraduate degree in EE at a research focused university before graduate school.",
+ "Filename": "13-AndaXie.jpg",
+ "Url": "https://drive.google.com/file/d/14W9Ru7dYdzLkZ84ZSc3gf-wIV9YbrBd8/view?usp=drive_link",
+ "Links": {
+ "Github": "https://github.com/SussyTestAccount"
+ }
+ }
+ ]
+ }
+]
\ No newline at end of file
diff --git a/src/data/publications.json b/src/data/publications.json
new file mode 100644
index 0000000..5e63145
--- /dev/null
+++ b/src/data/publications.json
@@ -0,0 +1,419 @@
+[
+ {
+ "Id": 1,
+ "Title": "The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types.",
+ "Image": "/images/publications/1-2023Gaurav.png",
+ "Authors": [
+ "Gaurav R. Ghosal",
+ "Matthew Zurek",
+ "Daniel S. Brown",
+ "Anca D. Dragan"
+ ],
+ "Workshop": "",
+ "Conference": "AAAI Conference on Artificial Intelligence (AAAI)",
+ "Month": "February",
+ "Year": 2023,
+ "ArXiv": "https://arxiv.org/abs/2208.10687",
+ "PDF": "https://arxiv.org/pdf/2208.10687",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "* denotes equal contribution",
+ "Filename": "1-2023Gaurav.png",
+ "Url": "https://drive.google.com/file/d/1wuAS7NmbhNiSzzTcAa6eDcpfP5gZe7UL/view?usp=drive_link"
+ },
+ {
+ "Id": 2,
+ "Title": "Towards a Gaze-Driven Assistive Neck Exoskeleton via Virtual Reality Data Collection",
+ "Image": "/images/publications/2-2023Jordan.png",
+ "Authors": [
+ "Jordan Thompson",
+ "Haohan Zhang",
+ "Daniel S. Brown"
+ ],
+ "Workshop": "HRI Workshop",
+ "Conference": "Virtual, Augmented, and Mixed-Reality for Human-Robot Interactions (VAM-HRI)",
+ "Month": "March",
+ "Year": 2023,
+ "ArXiv": "https://openreview.net/forum?id=6DxA9CMfvJ",
+ "PDF": "https://openreview.net/pdf?id=6DxA9CMfvJ",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "2-2023Jordan.png",
+ "Url": "https://drive.google.com/file/d/1CI7AIjMCTgpsKQ9_bW6esupJh3RPdshc/view?usp=drive_link"
+ },
+ {
+ "Id": 3,
+ "Title": "SIRL: Similarity-based Implicit Representation Learning",
+ "Image": "/images/publications/3-2023Andreea.png",
+ "Authors": [
+ "Andreea Bobu",
+ "Yi Liu",
+ "Rohin Shah",
+ "Daniel S. Brown",
+ "Anca D. Dragan"
+ ],
+ "Workshop": "",
+ "Conference": "ACM/IEEE International Conference on Human Robot Interaction (HRI)",
+ "Month": "March",
+ "Year": 2023,
+ "ArXiv": "https://arxiv.org/abs/2301.00810",
+ "PDF": "https://arxiv.org/pdf/2301.00810",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "3-2023Andreea.png",
+ "Url": "https://drive.google.com/file/d/1If6uowpIV0wtYEuNJwPWU63uD2InXg4f/view?usp=drive_link"
+ },
+ {
+ "Id": 4,
+ "Title": "Benchmarks and Algorithms for Offline Preference-Based Reward Learning",
+ "Image": "/images/publications/4-2023Daniel.png",
+ "Authors": [
+ "Daniel Shin",
+ "Anca D. Dragan",
+ "Daniel S. Brown"
+ ],
+ "Workshop": "",
+ "Conference": "Transactions on Machine Learning Research (TMLR)",
+ "Month": "January",
+ "Year": 2023,
+ "ArXiv": "https://arxiv.org/abs/2301.01392",
+ "PDF": "https://arxiv.org/pdf/2301.01392",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "4-2023Daniel.png",
+ "Url": "https://drive.google.com/file/d/1DMBhYiCY_MpyLf2DXQTzWPTR-2CDnADX/view?usp=drive_link"
+ },
+ {
+ "Id": 5,
+ "Title": "Causal Confusion and Reward Misidentification in Preference-Based Reward Learning",
+ "Image": "/images/publications/5-2023Jeremy.png",
+ "Authors": [
+ "Jeremy Tien",
+ "Jerry Zhi-Yang He",
+ "Zackory Erickson",
+ "Anca D. Dragan",
+ "Daniel S. Brown"
+ ],
+ "Workshop": "",
+ "Conference": "International Conference on Learning Representations (ICLR)",
+ "Month": "March",
+ "Year": 2023,
+ "ArXiv": "https://arxiv.org/abs/2204.06601",
+ "PDF": "https://arxiv.org/pdf/2204.06601",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "5-2023Jeremy.png",
+ "Url": "https://drive.google.com/file/d/1_V0NArBeM-dS7pU623pIT7fH-3hCezHi/view?usp=drive_link"
+ },
+ {
+ "Id": 6,
+ "Title": "Contextual Reliability: When Different Features Matter in Different Contexts",
+ "Image": "/images/publications/6-2023Gaurav.png",
+ "Authors": [
+ "Gaurav Ghosal",
+ "Amrith Setlur",
+ "Daniel S. Brown",
+ "Anca D. Dragan",
+ "Aditi Raghunathan"
+ ],
+ "Workshop": "",
+ "Conference": "International Conference on Machine Learning (ICML)",
+ "Month": "July",
+ "Year": 2023,
+ "ArXiv": "https://arxiv.org/abs/2307.10026",
+ "PDF": "https://arxiv.org/pdf/2307.10026",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "6-2023Gaurav.png",
+ "Url": "https://drive.google.com/file/d/1N5lWqwTLftTloN99zbY-_-rsBjz3IOUH/view?usp=drive_link"
+ },
+ {
+ "Id": 7,
+ "Title": "Efficient Preference-Based Reinforcement Learning Using Learned Dynamics Models",
+ "Image": "/images/publications/7-2024Yi.png",
+ "Authors": [
+ "Yi Liu*",
+ "Gaurav Datta*",
+ "Ellen Novoseller",
+ "Daniel S. Brown"
+ ],
+ "Workshop": "",
+ "Conference": "International Conference on Robotics and Automation (ICRA)",
+ "Month": "February",
+ "Year": 2024,
+ "ArXiv": "https://arxiv.org/abs/2301.04741",
+ "PDF": "https://arxiv.org/pdf/2301.04741",
+ "Website": "https://sites.google.com/berkeley.edu/mop-rl",
+ "Code": "https://github.com/yiliu77/MB-TREX",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "7-2024Yi.png",
+ "Url": "https://drive.google.com/file/d/11UHAYLarPMEU5I255LOnahVETH1bb6y-/view?usp=drive_link"
+ },
+ {
+ "Id": 8,
+ "Title": "Player-Centric Procedural Content Generation: Enhancing Runtime Customization by Integrating Real-Time Player Feedback",
+ "Image": "/images/publications/8-2023Nancy.png",
+ "Authors": [
+ "Nancy N Blackburn*",
+ "M Gardone*",
+ "Daniel S Brown"
+ ],
+ "Workshop": "",
+ "Conference": "Companion Proceedings of the Annual Symposium on Computer-Human Interaction in Play (CHI PLAY)",
+ "Month": "October",
+ "Year": 2023,
+ "ArXiv": "",
+ "PDF": "https://dl.acm.org/doi/pdf/10.1145/3573382.3616069",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "8-2023Nancy.png",
+ "Url": "https://drive.google.com/file/d/1ztC0s-IWySUDD_wiPjMEF6NuRb3YRQGx/view?usp=drive_link"
+ },
+ {
+ "Id": 9,
+ "Title": "Exploring Behavior Discovery Methods for Heterogeneous Swarms of Limited-Capability Robots",
+ "Image": "/images/publications/9-2023C..gif",
+ "Authors": [
+ "C. Mattson",
+ "J. C. Clark",
+ "Daniel S. Brown"
+ ],
+ "Workshop": "",
+ "Conference": "International Symposium on Multi-Robot and Multi-Agent Systems (MRS)",
+ "Month": "June",
+ "Year": 2023,
+ "ArXiv": "https://arxiv.org/abs/2310.16941",
+ "PDF": "https://arxiv.org/pdf/2310.16941",
+ "Website": "https://sites.google.com/view/heterogeneous-bd-methods/home",
+ "Code": "https://github.com/Connor-Mattson/SwarmBehaviorDiscovery/tree/MRS-Submission",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "9-2023C..gif",
+ "Url": "https://drive.google.com/file/d/1RV0THyPmpveOvrK4S3rPwTnxQjWelrNc/view?usp=drive_link"
+ },
+ {
+ "Id": 10,
+ "Title": "Leveraging Human Feedback to Evolve and Discover Novel Emergent Behaviors in Robot Swarms",
+ "Image": "/images/publications/10-2023C..gif",
+ "Authors": [
+ "C. Mattson",
+ "Daniel S. Brown"
+ ],
+ "Workshop": "",
+ "Conference": "Genetic and Evolutionary Computation Conference (GECCO)",
+ "Month": "July",
+ "Year": 2023,
+ "ArXiv": "https://arxiv.org/abs/2305.16148",
+ "PDF": "https://arxiv.org/pdf/2305.16148",
+ "Website": "https://sites.google.com/view/evolving-novel-swarms/home",
+ "Code": "https://github.com/Connor-Mattson/SwarmBehaviorDiscovery",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "10-2023C..gif",
+ "Url": "https://drive.google.com/file/d/1VviMUiIWZYkDunWCf1EjEPWnHRWhBxEn/view?usp=drive_link"
+ },
+ {
+ "Id": 11,
+ "Title": "Quantifying Assistive Robustness Via the Natural-Adversarial Frontier",
+ "Image": "/images/publications/11-2023Jerry.gif",
+ "Authors": [
+ "Jerry Zhi-Yang He",
+ "Zackory Erickson",
+ "Daniel S. Brown",
+ "Anca D. Dragan"
+ ],
+ "Workshop": "",
+ "Conference": "Conference on Robot Learning (CoRL)",
+ "Month": "October",
+ "Year": 2023,
+ "ArXiv": "https://arxiv.org/abs/2310.10610",
+ "PDF": "https://arxiv.org/pdf/2310.10610",
+ "Website": "https://ood-human.github.io/",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "* denotes equal contribution",
+ "Filename": "11-2023Jerry.gif",
+ "Url": "https://drive.google.com/file/d/1-Rc4GPSIrUTGTxLFJjU7Rp9sQr2-ObVw/view?usp=drive_link"
+ },
+ {
+ "Id": 12,
+ "Title": "Autonomous Assessment of Demonstration Sufficiency via Bayesian Inverse Reinforcement Learning",
+ "Image": "/images/publications/12-2024Tu.png",
+ "Authors": [
+ "Tu Trinh",
+ "Haoyu Chen",
+ "Daniel S. Brown"
+ ],
+ "Workshop": "",
+ "Conference": "ACM/IEEE International Conference on Human Robot Interaction (HRI)",
+ "Month": "March",
+ "Year": 2024,
+ "ArXiv": "https://arxiv.org/abs/2211.15542",
+ "PDF": "https://arxiv.org/pdf/2211.15542",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "12-2024Tu.png",
+ "Url": "https://drive.google.com/file/d/1Y2C-FQEkVHvGb0UpqysHQLTsDx5UFU--/view?usp=drive_link"
+ },
+ {
+ "Id": 13,
+ "Title": "Modeling Kinematic Uncertainty of Tendon-Driven Continuum Robots via Mixture Density Networks",
+ "Image": "/images/publications/13-2024Jordan.png",
+ "Authors": [
+ "Jordan Thompson",
+ "Brian Y. Cho",
+ "Daniel S. Brown",
+ "Alan Kuntz"
+ ],
+ "Workshop": "",
+ "Conference": "International Symposium on Medical Robotics (ISMR)",
+ "Month": "August",
+ "Year": 2024,
+ "ArXiv": "https://arxiv.org/abs/2404.04241",
+ "PDF": "https://arxiv.org/pdf/2404.04241",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "13-2024Jordan.png",
+ "Url": "https://drive.google.com/file/d/1A06wQtVkzoYMcUeWqswBl_sd5TxXN0RH/view?usp=drive_link"
+ },
+ {
+ "Id": 14,
+ "Title": "Reward Learning from Suboptimal Demonstrations with Applications in Surgical Electrocautery",
+ "Image": "/images/publications/14-2024Zohre.png",
+ "Authors": [
+ "Zohre Karimi*",
+ "Shing-Hei Ho*",
+ "Bao Thach",
+ "Alan Kuntz",
+ "Daniel S. Brown"
+ ],
+ "Workshop": "",
+ "Conference": "International Symposium on Medical Robotics (ISMR)",
+ "Month": "August",
+ "Year": 2024,
+ "ArXiv": "https://arxiv.org/abs/2404.07185",
+ "PDF": "https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10585785",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "* denotes equal contribution",
+ "Filename": "14-2024Zohre.png",
+ "Url": "https://drive.google.com/file/d/1h64SXlrIPxe9wM5fqWraVboXmry52UhO/view?usp=drive_link"
+ },
+ {
+ "Id": 15,
+ "Title": "Representation Learning for Cross-Embodiment Inverse Reinforcement Learning from Mixed-Quality Demonstrations",
+ "Image": "/images/publications/15-2024Anurag.gif",
+ "Authors": [
+ "Anurag Aribandi*",
+ "C. Mattson*",
+ "Daniel S. Brown"
+ ],
+ "Workshop": "HLBRew Workshop",
+ "Conference": "Reinforcement Learning Conference (RLC)",
+ "Month": "August",
+ "Year": 2024,
+ "ArXiv": "https://arxiv.org/abs/2408.05610",
+ "PDF": "https://rlj.cs.umass.edu/2024/papers/RLJ_RLC_2024_228.pdf",
+ "Website": "https://sites.google.com/view/cross-irl-mqme/home",
+ "Code": "https://github.com/anurag-src/xpref",
+ "BibTeX": "",
+ "Note": [
+ "* denotes equal contribution",
+ "(Recently Accepted, Links available soon)"
+ ],
+ "Filename": "15-2024Anurag.gif",
+ "Url": "https://drive.google.com/file/d/1Xg03jfxZNlfR11AC9DNEy-erFXpQuRXW/view?usp=drive_link"
+ },
+ {
+ "Id": 16,
+ "Title": "Toward Zero-Shot User Intent Recognition in Shared Autonomy",
+ "Image": "/images/publications/16-2025Atharv.png",
+ "Authors": [
+ "Atharv Belsare*",
+ "Zohre Karimi*",
+ "Connor Mattson*",
+ "Daniel S. Brown"
+ ],
+ "Workshop": "",
+ "Conference": "ACM/IEEE International Conference on Human Robot Interaction (HRI)",
+ "Month": "March",
+ "Year": 2025,
+ "ArXiv": "https://arxiv.org/abs/2501.08389",
+ "PDF": "https://arxiv.org/pdf/2501.08389",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "* denotes equal contribution",
+ "Filename": "16-2025Atharv.png",
+ "Url": "https://drive.google.com/file/d/1o1wBsmHRjY0A0k6M3G5Y6Os70psoLtvI/view?usp=drive_link"
+ },
+ {
+ "Id": 17,
+ "Title": "Early Failure Detection in Autonomous Surgical Soft-Tissue Manipulation via Uncertainty Quantification",
+ "Image": "/images/publications/17-2025Jordan.png",
+ "Authors": [
+ "Jordan Thompson",
+ "Ronald Koe",
+ "Anthony Le",
+ "Gabriella Goodman",
+ "Daniel S. Brown",
+ "Alan Kuntz"
+ ],
+ "Workshop": "OOD Workshop",
+ "Conference": "Robotics: Science and Systems (RSS)",
+ "Month": "June",
+ "Year": 2025,
+ "ArXiv": "https://arxiv.org/abs/2501.10561",
+ "PDF": "https://arxiv.org/pdf/2501.10561",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "17-2025Jordan.png",
+ "Url": "https://drive.google.com/file/d/1WqpQwwTZ6c7zH1l4b2maFfgZ-tpNl3G0/view?usp=drive_link"
+ },
+ {
+ "Id": 18,
+ "Title": "Discovery and Deployment of Emergent Robot Swarm Behaviors via Representation Learning and Real2Sim2Real Transfer",
+ "Image": "/images/publications/18-2025Connor.png",
+ "Authors": [
+ "Connor Mattson",
+ "Varun Raveendra",
+ "Ricardo Vega",
+ "Cameron Nowzari",
+ "Daniel S Drew",
+ "Daniel S. Brown"
+ ],
+ "Workshop": "",
+ "Conference": "International Conference on Autonomous Agents and Multiagent Systems (AAMAS)",
+ "Month": "May",
+ "Year": 2025,
+ "ArXiv": "https://arxiv.org/abs/2502.15937",
+ "PDF": "https://arxiv.org/pdf/2502.15937",
+ "Website": "",
+ "Code": "",
+ "BibTeX": "",
+ "Note": "",
+ "Filename": "18-2025Connor.png",
+ "Url": "https://drive.google.com/file/d/1_5r9a6_Q2mVCN39VhO40eX2F-C_rD4uI/view?usp=drive_link"
+ }
+]
\ No newline at end of file
diff --git a/src/data/research.json b/src/data/research.json
new file mode 100644
index 0000000..21cb73f
--- /dev/null
+++ b/src/data/research.json
@@ -0,0 +1,69 @@
+{
+ "description": "Welcome to our research page! Our lab is focused on advancing the fields of human-centered AI and human-robot interaction, with specific emphasis on reward learning, assistive and medical robotics, safety and robustness, and multi-agent systems.",
+ "data": [
+ {
+ "Id": 1,
+ "Title": "Reward Learning",
+ "Description": "Reward learning is at the core of creating intelligent systems that can make decisions based on feedback. Our research in this area focuses on:",
+ "Key Topics": [
+ "Reinforcement learning",
+ "Inverse reinforcement learning",
+ "Human-in-the-loop learning"
+ ],
+ "Current Project": {
+ "Learning reward functions that transfer across different robot/agent embodiments": "How can you take demonstrations from an agent and learn a reward function that transfers to a new agent with potentially different body shape, transition dynamics, action space, etc? How can you leverage human feedback to perform cross-embodiment reward learning from suboptimal demonstrations?",
+ "Learning from multiple forms of human feedback": "How should AI systems fuse different forms of human feedback, such as natural language, corrections, comparisons, demonstrations, e-stops, etc? What types of feedback are most informative for learning and when should a robot query for a specific type of feedback?"
+ },
+ "Publication": []
+ },
+ {
+ "Id": 2,
+ "Title": "Assistive and Medical Robotics",
+ "Description": "We are developing robotic systems that assist individuals with disabilities and improve medical care. Our work includes:",
+ "Key Topics": [
+ "Shared control",
+ "Surgical automation",
+ "Rehabilitation robotics",
+ "Human-robot interaction"
+ ],
+ "Current Project": {
+ "Learning from human preferences to learn rewards for surgical tasks": "Surgical tasks are messy and everything is deformable and partially observed. How can we perform RL from human feedback in these types of settings?",
+ "AI-enabled assistive neck exoskeletons for individuals with neck disabilities": "Many people suffer from head-drop and other neck disabilities, significantly impacting their quality of life. We are designing AI controllers for the world's first powered neck exoskelton that can infer user intent with the aim of restoring normal neck mobility."
+ },
+ "Publication": []
+ },
+ {
+ "Id": 3,
+ "Title": "Safety, Robustness, and Transparency",
+ "Description": "Ensuring the safety and robustness of robotic systems is crucial for deployment in real-world settings. Our research focuses on:",
+ "Key Topics": [
+ "Uncertainty quantification",
+ "Verification",
+ "Adversarial robustness",
+ "Interetability"
+ ],
+ "Current Project": {
+ "Robots that know when they need to request human interventions": "Robots need to know what they know and what they don't know. Especially in risk-sensitive domains, such as surgical robotics, robots need to be able to reliably identify novel and risky states so they can request surgeon interventions.",
+ "Interpretable reward learning for alignment verification": "Black-box neural networks are hard to interpret and debug. Can we use more interpretable structures such as differentiable decision trees to assist humans in interpreting learned rewards?",
+ "Demonstration sufficiency": "How can robots and other AI systems that learn from demonstrations know if they have received enough data? How can robots provide high-confidence guarantees on their performance in these types of settings?"
+ },
+ "Publication": []
+ },
+ {
+ "Id": 4,
+ "Title": "Multi-Agent Systems",
+ "Description": "We explore how multiple autonomous agents can collaborate and interact to solve complex problems. Our work in this area includes:",
+ "Key Topics": [
+ "Emergent behaviors",
+ "Bio-inspired swarms",
+ "Learning from human feedback",
+ "Multi-agent RL"
+ ],
+ "Current Project": {
+ "Human-in-the-loop discovery of emergent swarm behaviors": "Multi-agent systems often exhibit facinating emergent collective behaviors that result from simple local interactions and rules. However, most work on swarm robotics is focused on engineering specific behaviors. We take an alternative approach and ask the question, given a set of robots with certain capabilities, what are the different emergent behaviors that are possible?",
+ "Human-swarm interaction": "Swarms are typically composed of large numbers of simple agents. Thus, it is intractable to have a human micro-manage the swarm. How can humans efficiently interact with many robots? Can the human interact with the swarm at higher-levels of abstraction?"
+ },
+ "Publication": []
+ }
+ ]
+}
\ No newline at end of file
diff --git a/src/data/videos.json b/src/data/videos.json
new file mode 100644
index 0000000..0b49e3d
--- /dev/null
+++ b/src/data/videos.json
@@ -0,0 +1,50 @@
+[
+ {
+ "Id": 1,
+ "Title": "Efficient and Robust Learning of Human Intent",
+ "Image": "",
+ "Link": "https://www.youtube.com/embed/sPIpms0sTBQ?start=73",
+ "Conference": "",
+ "Year": "",
+ "Speaker": "Dr. Daniel Brown",
+ "StartTime": 73,
+ "Filename": "",
+ "Url": ""
+ },
+ {
+ "Id": 2,
+ "Title": "Helping Robots Learn from, Predict and Better Assist Humans",
+ "Image": "",
+ "Link": "https://www.youtube.com/embed/zTdBKSwWE4M?start=1478",
+ "Conference": "",
+ "Year": "",
+ "Speaker": "Dr. Daniel Brown",
+ "StartTime": 1478,
+ "Filename": "",
+ "Url": ""
+ },
+ {
+ "Id": 3,
+ "Title": "Latent Spaces and Learned Representation for Better Human Preference Learning",
+ "Image": "",
+ "Link": "https://www.youtube.com/embed/eOHWDgqMHq8?start=11280",
+ "Conference": "CoRL",
+ "Year": 2022,
+ "Speaker": "Dr. Daniel Brown",
+ "StartTime": 11280,
+ "Filename": "",
+ "Url": ""
+ },
+ {
+ "Id": 4,
+ "Title": "Swarm Emergent Behavior Discovery",
+ "Image": "/images/videos/4-2025Ploutos.png",
+ "Link": "https://www.ploutos.dev/streams/precious-honeybee",
+ "Conference": "Ploutos",
+ "Year": 2025,
+ "Speaker": "Dr. Daniel Brown",
+ "StartTime": "",
+ "Filename": "4-2025Ploutos.png",
+ "Url": "https://drive.google.com/file/d/1SB2JxoUo1sFAEADRzr4VX3U97ZqZveIc/view?usp=drive_link"
+ }
+]
\ No newline at end of file
diff --git a/src/icons/iconMap.jsx b/src/icons/iconMap.jsx
new file mode 100644
index 0000000..a46ae82
--- /dev/null
+++ b/src/icons/iconMap.jsx
@@ -0,0 +1,13 @@
+export const iconMap = {
+ "Homepage": ["fa", "fa-house-chimney"],
+ "ArXiv": ["fa", "file-lines"],
+ "Scholar": ["fa", "graduation-cap"],
+ "Github": ["fab", "github"],
+ "Code": ["fab", "github"],
+ "Twitter": ["fab", "x-twitter"],
+ "LinkedIn": ["fab", "linkedin"],
+ "PDF": ["fa", "file-pdf"],
+ "Website": ["fa", "globe"],
+ "BibTeX": ["fa", "book"],
+ "Video": ["fab", "youtube"]
+};
\ No newline at end of file
diff --git a/src/icons/index.jsx b/src/icons/index.jsx
new file mode 100644
index 0000000..978ec83
--- /dev/null
+++ b/src/icons/index.jsx
@@ -0,0 +1,8 @@
+import { library } from '@fortawesome/fontawesome-svg-core';
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome';
+import { solidIcons, brandIcons } from './initIcons';
+import { iconMap } from './iconMap';
+
+library.add(...solidIcons, ...brandIcons);
+
+export { FontAwesomeIcon, iconMap };
diff --git a/src/icons/initIcons.jsx b/src/icons/initIcons.jsx
new file mode 100644
index 0000000..e9684d1
--- /dev/null
+++ b/src/icons/initIcons.jsx
@@ -0,0 +1,17 @@
+import {
+ faXmark, faBars, faCircle, faChevronRight, faChevronLeft,
+ faHouse, faFilePdf, faGraduationCap, faHouseChimney, faFileLines, faGlobe, faBook, faArrowUpRightFromSquare
+} from '@fortawesome/free-solid-svg-icons';
+
+import {
+ faLinkedin, faGithub, faYoutube, faXTwitter
+} from '@fortawesome/free-brands-svg-icons';
+
+export const solidIcons = [
+ faXmark, faBars, faCircle, faChevronRight, faChevronLeft,
+ faHouse, faFilePdf, faGraduationCap, faHouseChimney, faFileLines, faGlobe, faBook, faArrowUpRightFromSquare
+];
+
+export const brandIcons = [
+ faLinkedin, faGithub, faYoutube, faXTwitter
+];
\ No newline at end of file
diff --git a/src/layout/Layout.jsx b/src/layout/Layout.jsx
new file mode 100644
index 0000000..dd303fb
--- /dev/null
+++ b/src/layout/Layout.jsx
@@ -0,0 +1,15 @@
+import React from 'react';
+import { Outlet } from 'react-router-dom';
+import { Header, Footer } from "@/components";
+
+const Layout = () => {
+ return (
+
+
+
+
+
+ );
+};
+
+export default Layout
\ No newline at end of file
diff --git a/src/layout/index.jsx b/src/layout/index.jsx
new file mode 100644
index 0000000..02a9e85
--- /dev/null
+++ b/src/layout/index.jsx
@@ -0,0 +1,5 @@
+import Layout from './Layout';
+
+export {
+ Layout
+};
diff --git a/src/main.jsx b/src/main.jsx
new file mode 100644
index 0000000..7078b1c
--- /dev/null
+++ b/src/main.jsx
@@ -0,0 +1,11 @@
+import React from 'react';
+import ReactDOM from 'react-dom/client';
+import App from '@/App';
+import '../index.css';
+
+const root = ReactDOM.createRoot(document.getElementById('root'));
+root.render(
+
+
+
+);
diff --git a/src/pages/Home.jsx b/src/pages/Home.jsx
new file mode 100644
index 0000000..a0f01a7
--- /dev/null
+++ b/src/pages/Home.jsx
@@ -0,0 +1,39 @@
+import { Link } from 'react-router-dom';
+import { home, news } from '@/data';
+import { Carousel } from '@/components';
+
+const Home = () => {
+ // Slice to show only the top 3 items
+ const topNews = news.reverse().slice(0, home.numNews);
+
+ return (
+
+ {/* Banner */}
+
+
{home.Title}
+
+
+
+ {/* About Us */}
+
+
About Us
+
{home.Description}
+
+
+ {/* News */}
+
+
Recent News
+
+ {topNews.map((item, index) => (
+
+ {item.Content}
+
+ ))}
+
+
+
+
+ );
+};
+
+export default Home;
diff --git a/src/pages/News.jsx b/src/pages/News.jsx
new file mode 100644
index 0000000..f16258d
--- /dev/null
+++ b/src/pages/News.jsx
@@ -0,0 +1,23 @@
+import { Title } from '@/components';
+import { news } from '@/data';
+
+const data = news.reverse();
+
+const News = () => {
+ return (
+
+
+
+ {/* News */}
+
+ {data.map((item, index) => (
+
+ {item.Content}
+
+ ))}
+
+
+ );
+};
+
+export default News;
diff --git a/src/pages/PageNotFound.jsx b/src/pages/PageNotFound.jsx
new file mode 100644
index 0000000..61cfa95
--- /dev/null
+++ b/src/pages/PageNotFound.jsx
@@ -0,0 +1,21 @@
+import { Link } from 'react-router-dom';
+import { FontAwesomeIcon } from '@/icons';
+
+const PageNotFound = () => {
+ return (
+