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yushengsu-thu committed Dec 1, 2023
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Expand Up @@ -31,7 +31,7 @@ My research spans the areas of natural language processing and machine learning,

Recently, I more focus on:

* <b>Interactive AI Agent.</b> Developing agents (based on LLMs) that can autonomous interact with the external (environment/human) to acquire new knowledge ([CokeBERT](https://arxiv.org/abs/2009.13964), [CSS-LM](https://arxiv.org/abs/2102.03752)), retrieve momory, and self-improve to drive the long-horizon decision-making and accomplish more complex tasks in real world ([AgentVerse](https://arxiv.org/abs/2308.10848), [XAgent](https://blog.x-agent.net/about/), [Tool Leaning](https://arxiv.org/abs/2304.08354), [ChatDev](https://arxiv.org/abs/2307.07924)). <small> Note that: At the present stage, I explore how to make multiple autonomous agents collaborate more efficiently and explore their [emergent human-like social behaviors](https://arxiv.org/abs/2308.10848). </small>
* <b>Interactive AI Agent.</b> Developing agents (based on LLMs) that can autonomously interact with the external (environment/human) to acquire new knowledge ([CokeBERT](https://arxiv.org/abs/2009.13964), [CSS-LM](https://arxiv.org/abs/2102.03752)), retrieve momory, and self-improve to drive the long-horizon decision-making and accomplish more complex tasks in real world ([AgentVerse](https://arxiv.org/abs/2308.10848), [XAgent](https://blog.x-agent.net/about/), [Tool Leaning](https://arxiv.org/abs/2304.08354), [ChatDev](https://arxiv.org/abs/2307.07924)). <small> Note that: At the present stage, I explore how to make multiple autonomous agents collaborate more efficiently and explore their [emergent human-like social behaviors](https://arxiv.org/abs/2308.10848). </small>

* <b>[AI Alignment](https://openai.com/blog/introducing-superalignment). ([scalable oversight](https://arxiv.org/abs/2211.03540))</b> Designing AI systems to understand ([Model Emotion](https://arxiv.org/abs/2302.09582)), control, evaluate ([Chateval](https://arxiv.org/abs/2308.07201)), and train another AI system that smarter than human.
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