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Poster
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Wed 9:00
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Risk Bounds and Rademacher Complexity in Batch Reinforcement Learning
Yaqi Duan · Chi Jin · Zhiyuan Li
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Poster
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Wed 9:00
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Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations
Angeliki Kamoutsi · Goran Banjac · John Lygeros
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Poster
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Wed 21:00
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Provably Correct Optimization and Exploration with Non-linear Policies
Fei Feng · Wotao Yin · Alekh Agarwal · Lin Yang
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Poster
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Wed 21:00
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Randomized Exploration in Reinforcement Learning with General Value Function Approximation
Haque Ishfaq · Qiwen Cui · Viet Nguyen · Alex Ayoub · Zhuoran Yang · Zhaoran Wang · Doina Precup · Lin Yang
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Poster
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Wed 21:00
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Near-Optimal Representation Learning for Linear Bandits and Linear RL
Jiachen Hu · Xiaoyu Chen · Chi Jin · Lihong Li · Liwei Wang
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Poster
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Tue 9:00
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Improved Denoising Diffusion Probabilistic Models
Alexander Nichol · Prafulla Dhariwal
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Spotlight
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Wed 6:20
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Risk Bounds and Rademacher Complexity in Batch Reinforcement Learning
Yaqi Duan · Chi Jin · Zhiyuan Li
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Poster
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Wed 9:00
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On Reinforcement Learning with Adversarial Corruption and Its Application to Block MDP
Tianhao Wu · Yunchang Yang · Simon Du · Liwei Wang
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Oral
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Wed 5:00
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Near Optimal Reward-Free Reinforcement Learning
Zhang Zihan · Simon Du · Xiangyang Ji
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Poster
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Wed 9:00
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Near Optimal Reward-Free Reinforcement Learning
Zhang Zihan · Simon Du · Xiangyang Ji
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Oral
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Wed 19:00
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Improved Regret Bound and Experience Replay in Regularized Policy Iteration
Nevena Lazic · Dong Yin · Yasin Abbasi-Yadkori · Csaba Szepesvari
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Spotlight
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Wed 6:40
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Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations
Angeliki Kamoutsi · Goran Banjac · John Lygeros
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