"average-reward mdps" Papers

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Offline Actor-Critic for Average Reward MDPs

William Powell, Jeongyeol Kwon, Qiaomin Xie et al.

NEURIPS 2025
73
citations

Optimal Non-Asymptotic Rates of Value Iteration for Average-Reward Markov Decision Processes

Jongmin Lee, Ernest Ryu

ICLR 2025arXiv:2504.09913
5
citations

Regret Analysis of Average-Reward Unichain MDPs via an Actor-Critic Approach

Swetha Ganesh, Vaneet Aggarwal

NEURIPS 2025arXiv:2505.19986
3
citations