Evolutionary Multi-agent Reinforcement Learning in Group Social DilemmasChaos (Chaos), 2024 |
Asymptotic Convergence and Performance of Multi-Agent Q-Learning
DynamicsAdaptive Agents and Multi-Agent Systems (AAMAS), 2023 |
The Dynamics of Q-learning in Population Games: a Physics-Inspired
Continuity Equation ModelAdaptive Agents and Multi-Agent Systems (AAMAS), 2022 |
Follow-the-Regularized-Leader Routes to Chaos in Routing GamesInternational Conference on Machine Learning (ICML), 2021 |
Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory
Meets Game TheoryAAAI Conference on Artificial Intelligence (AAAI), 2020 |