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Spotlight
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Thu 12:50
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Why Should I Trust You, Bellman? The Bellman Error is a Poor Replacement for Value Error
Scott Fujimoto · David Meger · Doina Precup · Ofir Nachum · Shixiang Gu
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Spotlight
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Thu 11:25
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Fast Population-Based Reinforcement Learning on a Single Machine
Arthur Flajolet · Claire Bizon Monroc · Karim Beguir · Thomas Pierrot
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Spotlight
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Thu 11:00
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Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning
Haoqi Yuan · Zongqing Lu
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Spotlight
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Thu 13:00
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Addressing Optimism Bias in Sequence Modeling for Reinforcement Learning
Adam Villaflor · Zhe Huang · Swapnil Pande · John Dolan · Jeff Schneider
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Poster
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Thu 15:00
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Provably Efficient Offline Reinforcement Learning for Partially Observable Markov Decision Processes
Hongyi Guo · Qi Cai · Yufeng Zhang · Zhuoran Yang · Zhaoran Wang
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Spotlight
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Thu 11:50
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Lagrangian Method for Q-Function Learning (with Applications to Machine Translation)
Huang Bojun
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Poster
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Thu 15:00
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Pessimistic Q-Learning for Offline Reinforcement Learning: Towards Optimal Sample Complexity
Laixi Shi · Gen Li · Yuting Wei · Yuxin Chen · Yuejie Chi
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Poster
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Thu 15:00
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Why Should I Trust You, Bellman? The Bellman Error is a Poor Replacement for Value Error
Scott Fujimoto · David Meger · Doina Precup · Ofir Nachum · Shixiang Gu
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|
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Poster
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Thu 15:00
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Addressing Optimism Bias in Sequence Modeling for Reinforcement Learning
Adam Villaflor · Zhe Huang · Swapnil Pande · John Dolan · Jeff Schneider
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|
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Poster
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Thu 15:00
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Fast Population-Based Reinforcement Learning on a Single Machine
Arthur Flajolet · Claire Bizon Monroc · Karim Beguir · Thomas Pierrot
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|
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Poster
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Thu 15:00
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Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning
Haoqi Yuan · Zongqing Lu
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|
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Poster
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Thu 15:00
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Lagrangian Method for Q-Function Learning (with Applications to Machine Translation)
Huang Bojun
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