3 citations · 6 across the 12 of their papers we have counts for
3 papers · 1 filter
Stability of Gradient Learning Dynamics in Continuous Games: Scalar Action Spaces
Benjamin J. Chasnov, Daniel Calderone, Behçet Açıkmeşe +2
Learning processes in games explain how players grapple with one another in seeking an equilibrium. We study a natural model of learning based on individual gradients in two-player…
Stability of Gradient Learning Dynamics in Continuous Games: Vector Action Spaces
Benjamin J. Chasnov, Daniel Calderone, Behçet Açıkmeşe +2
Towards characterizing the optimization landscape of games, this paper analyzes the stability of gradient-based dynamics near fixed points of two-player continuous games. We introd…
Graph-theoretic optimization for edge consensus
Mathias Hudoba de Badyn, Dillon R. Foight, Daniel Calderone +2
We consider network structures that optimize the norm of weighted, time scaled consensus networks, under a minimal representation of such consensus networks describ…