![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
![Ioannis Panagea (Massachusetts Institute of Technology) - Optimization and Multiplicative Weights Update Algorithm under the Lens of Dynamical Systems - Information Systems Technology and Design (ISTD) Ioannis Panagea (Massachusetts Institute of Technology) - Optimization and Multiplicative Weights Update Algorithm under the Lens of Dynamical Systems - Information Systems Technology and Design (ISTD)](https://istd.sutd.edu.sg/wp-content/blogs.dir/5/files/081117-Seminar-Ioannis-Panageas.jpg)
Ioannis Panagea (Massachusetts Institute of Technology) - Optimization and Multiplicative Weights Update Algorithm under the Lens of Dynamical Systems - Information Systems Technology and Design (ISTD)
![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
![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, Stratis Skoulakis, Luca Viano, Xiao Wang, Volkan Cevher · Semi Bandit Dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees. · SlidesLive Ioannis Panageas, Stratis Skoulakis, Luca Viano, Xiao Wang, Volkan Cevher · Semi Bandit Dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees. · SlidesLive](https://cdn.slideslive.com/data/presentations/39006682/slideslive_ioannis-panageas_stratis-skoulakis_luca-viano_xiao-wang_volkan-cevher_semi-bandit-dynamics-in-congestion-games-convergence-to-nash-equilibrium-and-noregret-guarantees__medium.jpg?1693301291)
Ioannis Panageas, Stratis Skoulakis, Luca Viano, Xiao Wang, Volkan Cevher · Semi Bandit Dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees. · 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 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)