2 papers
cs.GT2026
The Bounds of Algorithmic Collusion; -learning, Gradient Learning, and the Folk Theorem
Galit Askenazi-Golan, Domenico Mergoni Cecchelli, Edward Plumb +1
We explore the behaviour emerging from learning agents repeatedly interacting strategically for a wide range of learning dynamics, including -learning, projected gradient, repli…
cs.GT2025
Simultaneous Best-Response Dynamics in Random Potential Games
Galit Ashkenazi-Golan, Domenico Mergoni Cecchelli, Edward Plumb
This paper examines the convergence behaviour of simultaneous best-response dynamics in random potential games. We provide a theoretical result showing that, for two-player games w…