Poster "episodic reinforcement learning" Papers

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Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs

Shulun Chen, Runlong Zhou, Zihan Zhang et al.

NEURIPS 2025arXiv:2506.06521
1
citations

Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond

Xutong Liu, Siwei Wang, Jinhang Zuo et al.

ICML 2024arXiv:2406.01386
8
citations