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Symmetric Policy Optimization for Zero-Sum Markov Games

Li, Yan
arXiv (All) · Papers
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optimization-and-control
We propose a simple and symmetric method for policy optimization in discounted zero-sum Markov games. The method, termed symmetric policy iteration, operates by evaluating the joint policy and solving the corresponding regularized matrix game at each iteration. By employing a diminishing sequence of
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