Search Results for author: Jianliang He

Found 1 papers, 0 papers with code

Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation

no code implementations19 Apr 2024 Jianliang He, Han Zhong, Zhuoran Yang

Moreover, for AMDPs, we propose a novel complexity measure -- average-reward generalized eluder coefficient (AGEC) -- which captures the challenge of exploration in AMDPs with general function approximation.

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