Policy Optimization as Wasserstein Gradient Flows

Ruiyi Zhang, Changyou Chen, Chunyuan Li, Lawrence Carin. Policy Optimization as Wasserstein Gradient Flows. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 5741-5750, JMLR.org, 2018. [doi]

Abstract

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