NeurIPS 2025 "linear function approximation" Papers

3 papers found

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Conference

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Paper Type

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Deployment Efficient Reward-Free Exploration with Linear Function Approximation

Zihan Zhang, Yuxin Chen, Jason Lee et al.

NeurIPS 2025poster

Offline Actor-Critic for Average Reward MDPs

William Powell, Jeongyeol Kwon, Qiaomin Xie et al.

NeurIPS 2025poster
73
citations

Provably Efficient RL under Episode-Wise Safety in Constrained MDPs with Linear Function Approximation

Toshinori Kitamura, Arnob Ghosh, Tadashi Kozuno et al.

NeurIPS 2025spotlightarXiv:2502.10138