3 papers
cs.MA2025
Optimal Strategy Revision in Population Games: A Mean Field Game Theory Perspective
Julian Barreiro-Gomez, Shinkyu Park
This paper investigates the design of optimal strategy revision in Population Games (PG) by establishing its connection to finite-state Mean Field Games (MFG). Specifically, by lin…
eess.SY2025
Multi-Class Stackelberg Games for the Co-Design of Networked Systems
Julian Barreiro-Gomez, Ye Wang
We investigate a co-design problem, encompassing simultaneous design of system infrastructure and control, through a game-theoretical framework. To this end, we propose the co-desi…
cs.LG2025
Experience-replay Innovative Dynamics
Tuo Zhang, Leonardo Stella, Julian Barreiro-Gomez
Despite its groundbreaking success, multi-agent reinforcement learning (MARL) still suffers from instability and nonstationarity. Replicator dynamics, the most well-known model fro…