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6 Results
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Poster
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HiT-MDP: Learning the SMDP option framework on MDPs with Hidden Temporal Embeddings Chang Li · Dongjin Song · Dacheng Tao |
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Poster
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Mon 2:30 |
Safe Reinforcement Learning From Pixels Using a Stochastic Latent Representation Yannick Hogewind · Thiago D. Simão · Tal Kachman · Nils Jansen |
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Poster
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Provably Efficient Lifelong Reinforcement Learning with Linear Representation Sanae Amani · Lin Yang · Ching-An Cheng |
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Poster
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Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay Hongming Zhang · Chenjun Xiao · Han Wang · Jun Jin · bo xu · Martin Mueller |
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Poster
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Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game Wei Xiong · Han Zhong · Chengshuai Shi · Cong Shen · Liwei Wang · Tong Zhang |
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Poster
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Achieving Sub-linear Regret in Infinite Horizon Average Reward Constrained MDP with Linear Function Approximation Arnob Ghosh · Xingyu Zhou · Ness Shroff |