Penalty-regulated dynamics and robust learning procedures in games

Pierre Coucheney, Bruno Gaujal, Panayotis Mertikopoulos

Starting from a heuristic learning scheme for N-person games, we derive a new class of continuous-time learning dynamics consisting of a replicator-like drift adjusted by a penalty…