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151 Results
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Spotlight
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Thu 19:35 |
What are the Statistical Limits of Offline RL with Linear Function Approximation? Ruosong Wang · Dean Foster · Sham M Kakade |
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Spotlight
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Wed 21:35 |
Regularized Inverse Reinforcement Learning Wonseok Jeon · Chen-Yang Su · Paul Barde · Thang Doan · Derek Nowrouzezahrai · Joelle Pineau |
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Poster
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Thu 17:00 |
Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity Shaocong Ma · Ziyi Chen · Yi Zhou · Shaofeng Zou |
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Oral
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Wed 11:30 |
Learning Invariant Representations for Reinforcement Learning without Reconstruction Amy Zhang · Rowan T McAllister · Roberto Calandra · Yarin Gal · Sergey Levine |
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Spotlight
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Thu 12:10 |
Correcting experience replay for multi-agent communication Sanjeevan Ahilan · Peter Dayan |
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Spotlight
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Thu 3:15 |
Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic Deunsol Yoon · Sunghoon Hong · Byung-Jun Lee · Kee-Eung Kim |
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Oral
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Mon 19:00 |
SMiRL: Surprise Minimizing Reinforcement Learning in Unstable Environments Glen Berseth · Daniel Geng · Coline M Devin · Nicholas Rhinehart · Chelsea Finn · Dinesh Jayaraman · Sergey Levine |
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Spotlight
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Wed 21:45 |
Behavioral Cloning from Noisy Demonstrations Fumihiro Sasaki · Ryota Yamashina |
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Oral
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Mon 19:15 |
Contrastive Explanations for Reinforcement Learning via Embedded Self Predictions Zhengxian Lin · Kin-Ho Lam · Alan Fern |
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Spotlight
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Thu 3:25 |
UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers Siyi Hu · Fengda Zhu · Xiaojun Chang · Xiaodan Liang |
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Spotlight
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Wed 21:25 |
Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control Zhuang Liu · Xuanlin Li · Bingyi Kang · trevor darrell |
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Workshop
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What is Going on Inside Recurrent Meta Reinforcement Learning Agents? Safa Alver · Doina Precup |