Reinforcement Learning With Partial Online State Information in POMDPs: Regret Bounds and Limits

Ming Shi 0003, Yingbin Liang, Ness B. Shroff. Reinforcement Learning With Partial Online State Information in POMDPs: Regret Bounds and Limits. IEEE Transactions on Information Theory, 72(7):4895-4925, July 2026. [doi]

Authors

Ming Shi 0003

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Yingbin Liang

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Ness B. Shroff

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