most citedWhen Will Generative Adversarial Imitation Learning Algorithms Attain Global Convergence

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math.OC2021★ 3 cited

Faster Algorithm and Sharper Analysis for Constrained Markov Decision Process

Tianjiao Li, Ziwei Guan, Shaofeng Zou +3

The problem of constrained Markov decision process (CMDP) is investigated, where an agent aims to maximize the expected accumulated discounted reward subject to multiple constraint…