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2025 ICML ICML 2025

Solving Zero-Sum Convex Markov Games

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Mathematics & Optimization and Reinforcement Learning

Authors

Fivos Kalogiannis, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Ian Gemp, Georgios Piliouras

Topics

Reinforcement Learning > Methods > Multi-Agent Systems Mathematics & Optimization > Optimization > Game Theory Mathematics & Optimization > Optimization > Convex Optimization

Keywords

policy gradient nash equilibria nonconvex regularization convex markov games proximal polyak-łojasiewicz stochastic nested gradient descent-ascent
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