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7 Results
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Poster
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Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-Free RL Ruiquan Huang · Jing Yang · Yingbin Liang |
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Poster
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Towards Minimax Optimal Reward-free Reinforcement Learning in Linear MDPs Pihe Hu · Yu Chen · Longbo Huang |
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Poster
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Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs Yuan Cheng · Ruiquan Huang · Yingbin Liang · Jing Yang |
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Poster
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Mon 2:30 |
Learning Achievement Structure for Structured Exploration in Domains with Sparse Reward Zihan Zhou · Animesh Garg |
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Poster
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Near-Optimal Deployment Efficiency in Reward-Free Reinforcement Learning with Linear Function Approximation Dan Qiao · Yu-Xiang Wang |
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Poster
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Revisiting Intrinsic Reward for Exploration in Procedurally Generated Environments Kaixin Wang · Kuangqi Zhou · Bingyi Kang · Jiashi Feng · shuicheng YAN |
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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 |