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178 Results
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Spotlight
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Wed 10:55 |
Optimizing Sequential Experimental Design with Deep Reinforcement Learning Tom Blau · Edwin V Bonilla · Iadine Chades · Amir Dezfouli |
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Poster
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Thu 15:00 |
Robust Policy Learning over Multiple Uncertainty Sets Annie Xie · Shagun Sodhani · Chelsea Finn · Joelle Pineau · Amy Zhang |
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Poster
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Tue 15:30 |
Model-Free Opponent Shaping Christopher Lu · Timon Willi · Christian Schroeder de Witt · Jakob Foerster |
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Poster
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Thu 15:00 |
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL Siyi Hu · Chuanlong Xie · Xiaodan Liang · Xiaojun Chang |
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Poster
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Wed 15:30 |
Efficient Learning for AlphaZero via Path Consistency Dengwei Zhao · Shikui Tu · Lei Xu |
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Poster
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Tue 15:30 |
Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning Shentao Yang · Yihao Feng · Shujian Zhang · Mingyuan Zhou |
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Poster
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Thu 15:00 |
A Parametric Class of Approximate Gradient Updates for Policy Optimization Ramki Gummadi · Saurabh Kumar · Junfeng Wen · Dale Schuurmans |
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Poster
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Thu 15:00 |
How to Leverage Unlabeled Data in Offline Reinforcement Learning Tianhe (Kevin) Yu · Aviral Kumar · Yevgen Chebotar · Karol Hausman · Chelsea Finn · Sergey Levine |
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Poster
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Wed 15:30 |
Optimizing Sequential Experimental Design with Deep Reinforcement Learning Tom Blau · Edwin V Bonilla · Iadine Chades · Amir Dezfouli |
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Spotlight
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Wed 8:45 |
How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation Augustine Mavor-Parker · Kimberly Young · Caswell Barry · Lewis Griffin |
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Spotlight
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Wed 7:40 |
Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning Yunfei Li · Tian Gao · Jiaqi Yang · Huazhe Xu · Yi Wu |
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Spotlight
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Wed 14:30 |
Reinforcement Learning with Action-Free Pre-Training from Videos Younggyo Seo · Kimin Lee · Stephen James · Pieter Abbeel |