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I am a postdoctoral researcher in the Kavraki Lab at Rice University. I work with Professor Lydia Kavraki on combining symbolic and geometric planning. Specifically, I’m interested in improving the efficiency, robustness, and utility of robot task and motion planning (TMP), with a particular focus on making TMP under uncertainty practically useful.
+Though I primarily research robot planning, I’m also interested in ML and formal methods for robotics, robotics research broadly, and programming languages. I am graciously funded by the CRA CIFellows 2021 postdoctoral fellowship.
+I work on combining symbolic and geometric planning, often referred to as “integrated task and motion planning”. My work explores approaches to task and motion planning that provide high performance and robustness to action failure with lightweight domain-specific assumptions. I also research approaches to improved planning effort reuse through abstract plan representation and fusions of classical planning with modern machine learning for more efficient, automatic planning and execution.
+ + + + + +For more about my research, please see my publication and presentation list.
+ ++@online{thomason_motions_microseconds_2023, + title = {Motions in {{Microseconds}} via {{Vectorized Sampling-Based Planning}}}, + author = {Thomason, Wil and Kingston, Zachary and Kavraki, Lydia E.}, + date = {2023-09}, + eprint = {2309.14545}, + eprinttype = {arxiv}, + eprintclass = {cs}, + doi = {10.48550/arXiv.2309.14545}, + url = {http://arxiv.org/abs/2309.14545}, + addendum = {Submitted to ICRA 2024}, + pubstate = {prepublished}, + keywords = {Computer Science - Robotics,I.2.8,I.2.9},} +}+
+@online{quintero-pena_stochastic_implicit_2023, + title = {Stochastic {{Implicit Neural Signed Distance Functions}} for {{Safe Motion Planning}} under {{Sensing Uncertainty}}}, + author = {Quintero-Peña, Carlos and Thomason, Wil and Kingston, Zachary and Kyrillidis, Anastasios and Kavraki, Lydia E.}, + date = {2023-09}, + number = {2309.16862}, + eprint = {2309.16862}, + eprinttype = {arxiv}, + eprintclass = {cs}, + doi = {10.48550/arXiv.2309.16862}, + url = {http://arxiv.org/abs/2309.16862}, + addendum = {Submitted to ICRA 2024}, + pubstate = {prepublished}, + keywords = {Computer Science - Robotics,I.2.8,I.2.9},} +}+
+@online{elimelech_accelerating_longhorizon_2023, + title = {Accelerating Long-Horizon Planning with Affordance-Directed Dynamic Grounding of Abstract Skills}, + author = {Elimelech, Khen and Kingston, Zachary and Thomason, Wil and Vardi, Moshe Y. and Kavraki, Lydia E.}, + date = {2023-09}, + url = {http://khen.io/icra24appendix.pdf}, + addendum = {Submitted to ICRA 2024}, + pubstate = {prepublished}, + keywords = {submitted}} +}+
+@inproceedings{lee_object_reconfiguration_2023, + title = {Object {{Reconfiguration}} with {{Simulation-Derived Feasible Actions}}}, + booktitle = {{{IEEE International Conference}} on {{Robotics}} and {{Automation}} ({{ICRA}})}, + author = {Lee, Yiyuan and Thomason, Wil and Kingston, Zachary and Kavraki, Lydia E.}, + date = {2023-05}, + pages = {8104--8111}, + doi = {10.1109/ICRA48891.2023.10160377}, + url = {https://ieeexplore.ieee.org/document/10160377}, + eventtitle = {{{IEEE International Conference}} on {{Robotics}} and {{Automation}} ({{ICRA}})},} +}+
+@article{thomason_task_motion_2022, + title = {Task and {{Motion Informed Trees}} ({{TMIT}}*): {{Almost-Surely Asymptotically Optimal Integrated Task}} and {{Motion Planning}}}, + shorttitle = {Task and {{Motion Informed Trees}} ({{TMIT}}*)}, + author = {Thomason, Wil and Strub, Marlin P. and Gammell, Jonathan D.}, + date = {2022-10}, + journaltitle = {IEEE Robotics and Automation Letters}, + shortjournal = {IEEE Robot. Autom. Lett.}, + volume = {7}, + number = {4}, + pages = {11370--11377}, + doi = {10.1109/LRA.2022.3199676}, + url = {https://ieeexplore.ieee.org/document/9869707},} +}+
+@inproceedings{thomason_unified_samplingbased_2019, + title = {A {{Unified Sampling-Based Approach}} to {{Integrated Task}} and {{Motion Planning}}}, + booktitle = {International {{Symposium}} on {{Robotics Research}}}, + author = {Thomason, Wil and Knepper, Ross A.}, + editor = {Asfour, Tamim and Yoshida, Eiichi and Park, Jaeheung and Christensen, Henrik and Khatib, Oussama}, + date = {2019}, + series = {Springer {{Proceedings}} in {{Advanced Robotics}}}, + pages = {773--788}, + publisher = {{Springer International Publishing}}, + doi = {10.1007/978-3-030-95459-8_47}, + url = {https://link.springer.com/chapter/10.1007/978-3-030-95459-8_47}, + langid = {english},} +}+
+@inproceedings{mavrogiannis_social_momentum_2018, + title = {Social {{Momentum}}: {{A Framework}} for {{Legible Navigation}} in {{Dynamic Multi-Agent Environments}}}, + shorttitle = {Social {{Momentum}}}, + booktitle = {{{ACM}}/{{IEEE International Conference}} on {{Human-Robot Interaction}} ({{HRI}})}, + author = {Mavrogiannis, Christoforos I. and Thomason, Wil B. and Knepper, Ross A.}, + date = {2018-03}, + pages = {361--369}, + url = {https://ieeexplore.ieee.org/document/9473631}, + eventtitle = {{{ACM}}/{{IEEE International Conference}} on {{Human-Robot Interaction}} ({{HRI}})},} +}+
+@inproceedings{thomason_recognizing_unfamiliar_2016, + title = {Recognizing {{Unfamiliar Gestures}} for {{Human-Robot Interaction Through Zero-Shot Learning}}}, + booktitle = {International {{Symposium}} on {{Experimental Robotics}}}, + author = {Thomason, Wil and Knepper, Ross A.}, + editor = {Kulić, Dana and Nakamura, Yoshihiko and Khatib, Oussama and Venture, Gentiane}, + date = {2016}, + series = {Springer {{Proceedings}} in {{Advanced Robotics}}}, + pages = {841--852}, + publisher = {{Springer International Publishing}}, + doi = {10.1007/978-3-319-50115-4_73}, + url = {https://link.springer.com/chapter/10.1007/978-3-319-50115-4_73}, + eventtitle = {International {{Symposium}} on {{Experimental Robotics}}}, + langid = {english}, + keywords = {Human Teammates,Understandable Gesture,Unfamiliar Gestures,Word Embedding Space,Zero-shot Learning},} +}+
+@article{thomason_counterexampleguided_repair_2023, + title = {Counterexample-{{Guided Repair}} for {{Symbolic-Geometric Action Abstractions}}}, + author = {Thomason, Wil and Kress-Gazit, Hadas}, + date = {2023}, + journaltitle = {IEEE Transactions on Robotics}, + shortjournal = {IEEE Trans. Robot.}, + pages = {1--14}, + doi = {10.1109/TRO.2023.3294918}, + url = {https://ieeexplore.ieee.org/document/10214189},} +}+
+@article{thomason_task_motion_2022, + title = {Task and {{Motion Informed Trees}} ({{TMIT}}*): {{Almost-Surely Asymptotically Optimal Integrated Task}} and {{Motion Planning}}}, + shorttitle = {Task and {{Motion Informed Trees}} ({{TMIT}}*)}, + author = {Thomason, Wil and Strub, Marlin P. and Gammell, Jonathan D.}, + date = {2022-10}, + journaltitle = {IEEE Robotics and Automation Letters}, + shortjournal = {IEEE Robot. Autom. Lett.}, + volume = {7}, + number = {4}, + pages = {11370--11377}, + doi = {10.1109/LRA.2022.3199676}, + url = {https://ieeexplore.ieee.org/document/9869707},} +}+
+@article{mavrogiannis_social_momentum_2022, + title = {Social {{Momentum}}: {{Design}} and {{Evaluation}} of a {{Framework}} for {{Socially Competent Robot Navigation}}}, + shorttitle = {Social {{Momentum}}}, + author = {Mavrogiannis, Christoforos and Alves-Oliveira, Patrícia and Thomason, Wil and Knepper, Ross A.}, + date = {2022-02-08}, + journaltitle = {ACM Transactions on Human-Robot Interaction}, + shortjournal = {J. Hum.-Robot Interact.}, + volume = {11}, + number = {2}, + pages = {14:1--14:37}, + doi = {10.1145/3495244}, + url = {https://dl.acm.org/doi/10.1145/3495244}, + keywords = {benchmarking,multiagent systems,Social navigation,social robotics},} +}+
+@article{chawla_accurate_realtime_2018, + title = {An Accurate Real-Time {{RFID-based}} Location System}, + author = {Chawla, Kirti and McFarland, Christopher and Robins, Gabriel and Thomason, Wil}, + date = {2018-01}, + journaltitle = {International Journal of Radio Frequency Identification Technology and Applications}, + shortjournal = {Int. J. Radio Freq. Identif. Technol. Appl.}, + volume = {5}, + number = {1}, + pages = {48--76}, + publisher = {{Inderscience Publishers}}, + doi = {10.1504/IJRFITA.2018.091306}, + url = {https://www.inderscienceonline.com/doi/abs/10.1504/IJRFITA.2018.091306}, + keywords = {empirical power-distance relationship,localisation,RFID,RSS,tag-reader pairs},} +}+