no code implementations • 24 Jan 2019 • Mohamed Lamine Lamali, Simon Lassourreuille, Stephan Kunne, Johanne Cohen
We also prove that the algorithm converges after a polynomial number of steps in a synchronized setting.
Networking and Internet Architecture Distributed, Parallel, and Cluster Computing
no code implementations • NeurIPS 2017 • Amélie Heliou, Johanne Cohen, Panayotis Mertikopoulos
This paper examines the equilibrium convergence properties of no-regret learning with exponential weights in potential games.
no code implementations • 29 Jul 2016 • Johanne Cohen, Amélie Héliou, Panayotis Mertikopoulos
Motivated by applications to data networks where fast convergence is essential, we analyze the problem of learning in generic N-person games that admit a Nash equilibrium in pure strategies.
