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Yuchen Jiao, Gen Li

Public reference bibliography and cataloged PDF materials authored or published by Yuchen Jiao, Gen Li.

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Provably Efficient Q-learning for Robust Reinforcement Learning

Year: 2026 • Source: arxiv.org • Listed PDF

Standard reinforcement learning (RL) algorithms based on Markov Decision Processes (MDPs) are vulnerable to sim-to-real gaps. To address this issue, distributionally robust RL algorithms based on robust MDPs (RMDPs) have...