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Workshop
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Learning to Abstract Visuomotor Mappings using Meta-Reinforcement Learning
Carlos Velazquez-Vargas · Isaac Christian · Jordan Taylor · Sreejan Kumar
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Poster
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Tue 7:30
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Belief-Enriched Pessimistic Q-Learning against Adversarial State Perturbations
Xiaolin Sun · Zizhan Zheng
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Poster
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Wed 7:30
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Federated Q-Learning: Linear Regret Speedup with Low Communication Cost
Zhong Zheng · Fengyu Gao · Lingzhou Xue · Jing Yang
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Poster
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Tue 1:45
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LOQA: Learning with Opponent Q-Learning Awareness
Milad Aghajohari · Juan Duque · Timotheus Cooijmans · Aaron Courville
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Affinity Workshop
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Thu 7:30
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Toward Computationally Efficient Inverse Reinforcement Learning via Reward Shaping
Lauren H. Cooke · Harvey Klyne · David Bell · Cassidy Laidlaw · Milind Tambe · Finale Doshi-Velez
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Workshop
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HyperAgent: A Simple, Scalable, Efficient and Provable Reinforcement Learning Framework for Complex Environments
Yingru Li · Jiawei Xu · Lei Han · Zhi-Quan Luo
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Workshop
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Time-Varying Constraint-Aware Reinforcement Learning for Energy Storage Control
Jaeik Jeong · Tai-Yeon Ku · Wan-Ki Park
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Workshop
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On the Theory of Skill-based Reinforcement Learning: Distribution Recovery and Generalization
Hongyi Guo · Xiaoyu Chen · Sirui Zheng · Zhuoran Yang · Zhaoran Wang
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Workshop
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Time-Varying Constraint-Aware Reinforcement Learning for Energy Storage Control
Jaeik Jeong · Tai-Yeon Ku · Wan-Ki Park
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Poster
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Thu 1:45
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Spatially-Aware Transformers for Embodied Agents
Junmo Cho · Jaesik Yoon · Sungjin Ahn
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Poster
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Thu 1:45
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In-context Exploration-Exploitation for Reinforcement Learning
Zhenwen Dai · Federico Tomasi · Sina Ghiassian
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Poster
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Thu 1:45
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Reverse Forward Curriculum Learning for Extreme Sample and Demo Efficiency
Stone Tao · Arth Shukla · Tse-kai Chan · Hao Su
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