2022 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 36:4999-5007
Farina G, Sandholm T

Preprint

Faster No-Regret Learning Dynamics for Extensive-Form Correlated and Coarse Correlated Equilibria

2022
Anagnostides I, Farina G, Kroer C, Celli A, Sandholm T

Conference

Faster No-Regret Learning Dynamics for Extensive-Form Correlated and Coarse Correlated Equilibria

2022 915-916
Anagnostides I, Farina G, Kroer C, Celli A, Sandholm T

Conference

Improved Sample Complexity Bounds for Branch-And-Cut

2022 • Leibniz International Proceedings in Informatics • 235:
Balcan MF, Prasad S, Sandholm T, Vitercik E

Conference

Maximizing Revenue under Market Shrinkage and Market Uncertainty

2022 • Advances in neural information processing systems • 35:
Balcan MF, Prasad S, Sandholm T

Preprint

Meta-Learning in Games

2022
Harris K, Anagnostides I, Farina G, Khodak M, Wu ZS, Sandholm T

Preprint

Near-Optimal $\Phi$-Regret Learning in Extensive-Form Games

2022
Anagnostides I, Farina G, Sandholm T

Preprint

Near-Optimal No-Regret Learning Dynamics for General Convex Games

2022
Farina G, Anagnostides I, Luo H, Lee C-W, Kroer C, Sandholm T

Conference

Near-Optimal No-Regret Learning Dynamics for General Convex Games

2022 • Advances in neural information processing systems • 35:
Farina G, Luo H, Kroer C, Anagnostides I, Lee CW, Sandholm T

Conference

Near-optimal no-regret learning for correlated equilibria in multi-player general-sum games

2022 • Annual ACM Symposium on Theory of Computing • 736-749
Anagnostides I, Daskalakis C, Farina G, Fishelson M, Golowich N, Sandholm T

Conference

On Last-Iterate Convergence Beyond Zero-Sum Games

2022 • Proceedings of Machine Learning Research • 162:536-581
Anagnostides I, Panageas I, Farina G, Sandholm T

Preprint

On Last-Iterate Convergence Beyond Zero-Sum Games

2022
Anagnostides I, Panageas I, Farina G, Sandholm T

Preprint

2022
Zhang B, Farina G, Celli A, Sandholm T

Conference

2022 1119-1120
Zhang BH, Farina G, Celli A, Sandholm T

Preprint

Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games

2022
Anagnostides I, Farina G, Panageas I, Sandholm T

Conference

Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games

2022 • Advances in neural information processing systems • 35:
Anagnostides I, Farina G, Panageas I, Sandholm T

Preprint

Polynomial-Time Optimal Equilibria with a Mediator in Extensive-Form Games

2022
Zhang BH, Sandholm T