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72 Results
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Spotlight
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Wed 7:35 |
Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters Vladislav Kurenkov · Sergey Kolesnikov |
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Poster
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Tue 15:30 |
Offline RL Policies Should Be Trained to be Adaptive Dibya Ghosh · Anurag Ajay · Pulkit Agrawal · Sergey Levine |
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Oral
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Tue 11:15 |
Offline RL Policies Should Be Trained to be Adaptive Dibya Ghosh · Anurag Ajay · Pulkit Agrawal · Sergey Levine |
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Spotlight
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Tue 11:55 |
Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning Shentao Yang · Yihao Feng · Shujian Zhang · Mingyuan Zhou |
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Spotlight
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Thu 13:00 |
Imitation Learning by Estimating Expertise of Demonstrators Mark Beliaev · Andy Shih · Stefano Ermon · Dorsa Sadigh · Ramtin Pedarsani |
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Poster
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Wed 15:30 |
Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters Vladislav Kurenkov · Sergey Kolesnikov |
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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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Spotlight
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Thu 11:55 |
On the Role of Discount Factor in Offline Reinforcement Learning Hao Hu · yiqin yang · Qianchuan Zhao · Chongjie Zhang |
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Spotlight
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Thu 13:10 |
Off-Policy Evaluation for Large Action Spaces via Embeddings Yuta Saito · Thorsten Joachims |
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Poster
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Thu 15:00 |
Imitation Learning by Estimating Expertise of Demonstrators Mark Beliaev · Andy Shih · Stefano Ermon · Dorsa Sadigh · Ramtin Pedarsani |
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Poster
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Thu 15:00 |
Off-Policy Evaluation for Large Action Spaces via Embeddings Yuta Saito · Thorsten Joachims |
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Poster
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Thu 15:00 |
On the Role of Discount Factor in Offline Reinforcement Learning Hao Hu · yiqin yang · Qianchuan Zhao · Chongjie Zhang |