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Efficient Exploration in Constrained Environments with Goal-Oriented Reference Path.

, , , , and . IROS, page 6061-6068. IEEE, (2020)

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Towards Human-Level Learning of Complex Physical Puzzles., , , , , , , , , and . CoRR, (2020)OPIRL: Sample Efficient Off-Policy Inverse Reinforcement Learning via Distribution Matching., , , and . ICRA, page 448-454. IEEE, (2022)Efficient Exploration in Constrained Environments with Goal-Oriented Reference Path., , , , and . IROS, page 6061-6068. IEEE, (2020)Trajectory Optimization for Unknown Constrained Systems using Reinforcement Learning., , , , , , and . IROS, page 3487-3494. IEEE, (2019)H-SAUR: Hypothesize, Simulate, Act, Update, and Repeat for Understanding Object Articulations from Interactions., , , , , , , and . ICRA, page 7272-7278. IEEE, (2023)Robust In-Hand Manipulation with Extrinsic Contacts., , , and . CoRR, (2024)Data-Efficient Learning for Complex and Real-Time Physical Problem Solving Using Augmented Simulation., , , , , , , , , and . IEEE Robotics Autom. Lett., 6 (2): 4241-4248 (2021)Style-transfer based Speech and Audio-visual Scene understanding for Robot Action Sequence Acquisition from Videos., , , , , , , , , and . INTERSPEECH, page 4663-4667. ISCA, (2023)Deep Reactive Planning in Dynamic Environments., , , , , , , and . CoRL, volume 155 of Proceedings of Machine Learning Research, page 1943-1957. PMLR, (2020)Can Increasing Input Dimensionality Improve Deep Reinforcement Learning?, , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 7424-7433. PMLR, (2020)