Publications tagged "Multi-agent"


Conferences

Independent Natural Policy Gradient Always Converges in Markov Potential Games

Roy Fox, Stephen McAleer, William Overman, and Ioannis Panageas

25th International Conference on Artificial Intelligence and Statistics (AISTATS), 2022


XDO: A Double Oracle Algorithm for Extensive-Form Games

Stephen McAleer, JB Lanier, Kevin Wang, Pierre Baldi, and Roy Fox

35th Conference on Neural Information Processing Systems (NeurIPS), 2021


Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games

Stephen McAleer*, JB Lanier*, Roy Fox, and Pierre Baldi

34th Conference on Neural Information Processing Systems (NeurIPS), 2020


Workshops

Anytime PSRO for Two-Player Zero-Sum Games

Stephen McAleer, Kevin Wang, JB Lanier, Marc Lanctot, Pierre Baldi, Tuomas Sandholm, and Roy Fox

Reinforcement Learning in Games workshop (RLG @ AAAI), 2022


CFR-DO: A Double Oracle Algorithm for Extensive-Form Games

Stephen McAleer, JB Lanier, Pierre Baldi, and Roy Fox

Reinforcement Learning in Games workshop (RLG @ AAAI), 2021


Preprints

Improving Social Welfare while Preserving Autonomy via a Pareto Mediator

Stephen McAleer, JB Lanier, Michael Dennis, Pierre Baldi, and Roy Fox

arXiv:2106.03927, 2021