"second-order bounds" Papers

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Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds

Zhiyong Wang, Dongruo Zhou, John C.S. Lui et al.

ICLR 2025arXiv:2408.08994
10
citations

More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning

Kaiwen Wang, Owen Oertell, Alekh Agarwal et al.

ICML 2024arXiv:2402.07198
17
citations