Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds Jiayi Huang 1 Han Zhong 1 Liwei Wang

Feb-16-2026, 14:39:29 GMT–Neural Information Processing Systems

Our contributions are summarized as follows.

artificial intelligence, machine learning, reinforcement learning, (14 more...)

Neural Information Processing Systems

Feb-16-2026, 14:39:29 GMT

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