![Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games with Ioannis Panageas - YouTube Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games with Ioannis Panageas - YouTube](https://i.ytimg.com/vi/d1QRdQ2ayNA/mqdefault.jpg)
Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games with Ioannis Panageas - YouTube
![Ioannis PANAGEAS | Professor (Assistant) | Doctor of Philosophy | University of California, Irvine, CA | UCI | Department of Computer Science | Research profile Ioannis PANAGEAS | Professor (Assistant) | Doctor of Philosophy | University of California, Irvine, CA | UCI | Department of Computer Science | Research profile](https://www.researchgate.net/profile/Fivos-Kalogiannis/publication/362466289/figure/tbl1/AS:1185188797259807@1659582437960/Notation-Parameters-of-the-model_Q320.jpg)
Ioannis PANAGEAS | Professor (Assistant) | Doctor of Philosophy | University of California, Irvine, CA | UCI | Department of Computer Science | Research profile
![Η ΔΗΜΟΣΙΑ ΖΩΗ ΣΤΗΝ ΑΘΗΝΑΙΚΗ ΠΟΛΙΤΕΙΑ ΚΑΤΑ ΤΟΝ 5ον 4ον ΚΑΙ 3ον ΑΙΩΝΑ - Ιωάννης Παναγέας - 9789608686335 | Protoporia.gr Η ΔΗΜΟΣΙΑ ΖΩΗ ΣΤΗΝ ΑΘΗΝΑΙΚΗ ΠΟΛΙΤΕΙΑ ΚΑΤΑ ΤΟΝ 5ον 4ον ΚΑΙ 3ον ΑΙΩΝΑ - Ιωάννης Παναγέας - 9789608686335 | Protoporia.gr](http://www.protoporia.gr/repository/covers/21/217312.jpg)
Η ΔΗΜΟΣΙΑ ΖΩΗ ΣΤΗΝ ΑΘΗΝΑΙΚΗ ΠΟΛΙΤΕΙΑ ΚΑΤΑ ΤΟΝ 5ον 4ον ΚΑΙ 3ον ΑΙΩΝΑ - Ιωάννης Παναγέας - 9789608686335 | Protoporia.gr
![Ioannis Panageas, Qi Lei, Sai Ganesh Nagarajan, Xiao Wang · Last-Iterate Convergence in No-regret Learning: Constrained Min-Max Optimization for Convex-Concave Landscapes · SlidesLive Ioannis Panageas, Qi Lei, Sai Ganesh Nagarajan, Xiao Wang · Last-Iterate Convergence in No-regret Learning: Constrained Min-Max Optimization for Convex-Concave Landscapes · SlidesLive](https://cdn.slideslive.com/data/presentations/38953066/slideslive_ioannis-panageas_qi-lei_sai-ganesh-nagarajan_xiao-wang_lastiterate-convergence-in-noregret-learning-constrained-minmax-optimization-for-convexconcave-landscapes__medium.jpg?1617554877)
Ioannis Panageas, Qi Lei, Sai Ganesh Nagarajan, Xiao Wang · Last-Iterate Convergence in No-regret Learning: Constrained Min-Max Optimization for Convex-Concave Landscapes · SlidesLive
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