"value function estimation" Papers

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Model Selection for Off-policy Evaluation: New Algorithms and Experimental Protocol

Pai Liu, Lingfeng Zhao, Shivangi Agarwal et al.

NeurIPS 2025posterarXiv:2502.08021

Discerning Temporal Difference Learning

AAAI 2024paperarXiv:2310.08091

Enhancing Value Function Estimation through First-Order State-Action Dynamics in Offline Reinforcement Learning

Yun-Hsuan Lien, Ping-Chun Hsieh, Tzu-Mao Li et al.

ICML 2024poster