, , , ,

Austin Nguyen defends dissertation proposal

On March 30, 2026, Austin Nguyen presented and successfully defended his dissertation proposal titled "Offline Learning Paradigms in Game-Theoretic Multiagent Reinforcement Learning." The dissertation committee comprises: Michael Wellman…

Conservative Equilibrium Discovery in Offline Game-Theoretic Multiagent Reinforcement Learning

A Nguyen, and MP Wellman 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), May 2026. To appear. Abstract Offline learning of strategies takes data efficiency to its extreme by restricting algorithms to a…

Explicit Exploration for High-Welfare Equilibria in Game-Theoretic Multiagent Reinforcement Learning

A Nguyen, A Gu, and MP Wellman 42nd International Conference on Machine Learning (ICML), July 2025. Abstract Iterative extension of empirical game models through deep reinforcement learning (RL) has proved an effective approach for finding…
, , ,

Austin Nguyen