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72 Results
Spotlight
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Wed 13:35 |
Bayesian Nonparametrics for Offline Skill Discovery Valentin Villecroze · Harry Braviner · Panteha Naderian · Chris Maddison · Gabriel Loaiza-Ganem |
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Spotlight
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Tue 11:35 |
Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control Katie Kang · Paula Gradu · Jason Choi · Michael Janner · Claire Tomlin · Sergey Levine |
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Spotlight
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Thu 13:25 |
Making Linear MDPs Practical via Contrastive Representation Learning Tianjun Zhang · Tongzheng Ren · Mengjiao Yang · Joseph E Gonzalez · Dale Schuurmans · Bo Dai |
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Poster
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Wed 15:30 |
Bayesian Nonparametrics for Offline Skill Discovery Valentin Villecroze · Harry Braviner · Panteha Naderian · Chris Maddison · Gabriel Loaiza-Ganem |
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Poster
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Thu 15:00 |
Making Linear MDPs Practical via Contrastive Representation Learning Tianjun Zhang · Tongzheng Ren · Mengjiao Yang · Joseph E Gonzalez · Dale Schuurmans · Bo Dai |
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Poster
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Tue 15:30 |
Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control Katie Kang · Paula Gradu · Jason Choi · Michael Janner · Claire Tomlin · Sergey Levine |
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Spotlight
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Thu 11:45 |
Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory Ruiqi Zhang · Xuezhou Zhang · Chengzhuo Ni · Mengdi Wang |
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Oral
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Wed 7:30 |
A Minimax Learning Approach to Off-Policy Evaluation in Confounded Partially Observable Markov Decision Processes Chengchun Shi · Masatoshi Uehara · Jiawei Huang · Nan Jiang |
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Poster
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Wed 15:30 |
A Minimax Learning Approach to Off-Policy Evaluation in Confounded Partially Observable Markov Decision Processes Chengchun Shi · Masatoshi Uehara · Jiawei Huang · Nan Jiang |
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Spotlight
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Wed 14:25 |
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning Pengjie Gu · Mengchen Zhao · Chen Chen · Dong Li · Jianye Hao · Bo An |
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Poster
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Thu 15:00 |
Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory Ruiqi Zhang · Xuezhou Zhang · Chengzhuo Ni · Mengdi Wang |
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Poster
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Wed 15:30 |
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning Pengjie Gu · Mengchen Zhao · Chen Chen · Dong Li · Jianye Hao · Bo An |