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Poster
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Tue 14:00
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Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes
Chenlu Ye · Wei Xiong · Quanquan Gu · Tong Zhang
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Poster
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Tue 14:00
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Regret Bounds for Markov Decision Processes with Recursive Optimized Certainty Equivalents
WENHAO XU · Xuefeng Gao · Xuedong He
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Poster
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Tue 14:00
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Horizon-Free and Variance-Dependent Reinforcement Learning for Latent Markov Decision Processes
Runlong Zhou · Ruosong Wang · Simon Du
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Poster
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Wed 14:00
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Horizon-free Learning for Markov Decision Processes and Games: Stochastically Bounded Rewards and Improved Bounds
Shengshi Li · Lin Yang
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Poster
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Thu 16:30
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Neural Markov Jump Processes
Patrick Seifner · Ramses J Sanchez
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Workshop
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Sample Complexity of Hierarchical Decompositions in Markov Decision Processes
Arnaud Robert · Ciara Pike-Burke · Aldo Faisal
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Poster
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Thu 16:30
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Nearly Minimax Optimal Reinforcement Learning for Linear Markov Decision Processes
Jiafan He · Heyang Zhao · Dongruo Zhou · Quanquan Gu
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Workshop
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On learning history-based policies for controlling Markov decision processes
Gandharv Patil · Aditya Mahajan · Doina Precup
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Poster
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Wed 14:00
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Semiparametrically Efficient Off-Policy Evaluation in Linear Markov Decision Processes
Chuhan Xie · Wenhao Yang · Zhihua Zhang
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Workshop
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Generating Turn-Based Player Behavior via Experience from Demonstrations
Kuang-Da Wang · Wei-Yao Wang · Ping-Chun Hsieh · Wen-Chih Peng
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