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Poster
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Wed 14:00
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Actor-Critic Alignment for Offline-to-Online Reinforcement Learning
Zishun Yu · Xinhua Zhang
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Poster
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Wed 14:00
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Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL
Taku Yamagata · Ahmed Khalil · Raul Santos-Rodriguez
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Poster
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Wed 14:00
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Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources
Chengshuai Shi · Wei Xiong · Cong Shen · Jing Yang
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Poster
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Thu 16:30
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Distance Weighted Supervised Learning for Offline Interaction Data
Joey Hejna · Jensen Gao · Dorsa Sadigh
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Workshop
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Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning
Hanlin Zhu · Paria Rashidinejad · Jiantao Jiao
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Poster
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Wed 17:00
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Supported Trust Region Optimization for Offline Reinforcement Learning
Yixiu Mao · Hongchang Zhang · Chen Chen · Yi Xu · Xiangyang Ji
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Poster
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Tue 14:00
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Efficient Online Reinforcement Learning with Offline Data
Philip Ball · Laura Smith · Ilya Kostrikov · Sergey Levine
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Poster
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Thu 13:30
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Leveraging Offline Data in Online Reinforcement Learning
Andrew Wagenmaker · Aldo Pacchiano
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Poster
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Thu 13:30
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Offline Learning in Markov Games with General Function Approximation
Yuheng Zhang · Yu Bai · Nan Jiang
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Poster
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Tue 14:00
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Boosting Offline Reinforcement Learning with Action Preference Query
Qisen Yang · Shenzhi Wang · Matthieu Lin · Shiji Song · Gao Huang
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Poster
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Tue 17:00
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Offline Meta Reinforcement Learning with In-Distribution Online Adaptation
Jianhao Wang · Jin Zhang · Haozhe Jiang · Junyu Zhang · Liwei Wang · Chongjie Zhang
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Poster
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Thu 13:30
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Offline Reinforcement Learning with Closed-Form Policy Improvement Operators
Jiachen Li · Edwin Zhang · Ming Yin · Jerry Bai · Yu-Xiang Wang · William Wang
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