3 papers
eess.SY2025
Nash Equilibrium Learning In Large Populations With First-Order Payoff Modifications
Matthew S. Hankins, Jair Certório, Tzuyu Jeng +1
We establish Nash equilibrium learning in large populations of noncooperative, strategic agents. Our analysis considers the broadest class to date of payoff mechanisms with first-o…
eess.SY2024
Incentive Designs for Learning Agents to Stabilize Coupled Exogenous Systems
Jair Certório, Nuno C. Martins, Richard J. La +1
We consider a large population of learning agents noncooperatively selecting strategies from a common set, influencing the dynamics of an exogenous system (ES) we seek to stabilize…
cs.GT2024
Counterclockwise Dissipativity, Potential Games and Evolutionary Nash Equilibrium Learning
Nuno C. Martins, Jair Certório, Matthew S. Hankins
We use system-theoretic passivity methods to study evolutionary Nash equilibria learning in large populations of agents engaged in strategic, non-cooperative interactions. The agen…