Publications by Tuomas Sandholm

Conference

On the Outcome Equivalence of Extensive-Form and Behavioral Correlated Equilibria

2024 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 9969-9976
Zhang BH, Sandholm T

Preprint

2024
Zhang B, Farina G, Celli A, Sandholm T

Journal Article

Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence beyond the Minty Property

2024 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 9451-9459
Anagnostides I, Panageas I, Farina G, Sandholm T

Preprint

Scalable Mechanism Design for Multi-Agent Path Finding

2024
Friedrich P, Zhang Y, Curry M, Dierks L, McAleer S, Li J, Sandholm T, Seuken S

Conference

Scalable Mechanism Design for Multi-Agent Path Finding

2024 • IJCAI International Joint Conference on Artificial Intelligence • 58-66
Friedrich P, Zhang Y, Curry M, Dierks L, McAleer S, Li J, Sandholm T, Seuken S

Preprint

Simultaneous incremental support adjustment and metagame solving: An equilibrium-finding framework for continuous-action games

2024
Martin C, Sandholm T

Conference

Steering No-Regret Learners to a Desired Equilibrium

2024 73-74
Zhang BH, Farina G, Anagnostides I, Cacciamani F, McAleer S, Haupt A, Celli A, Gatti N, Conitzer V, Sandholm T

Preprint

Team Belief DAG: Generalizing the Sequence Form to Team Games for Fast Computation of Correlated Team Max-Min Equilibria via Regret Minimization

2024
Zhang BH, Farina G, Sandholm T

Conference

Temporal Graph ODEs for Irregularly-Sampled Time Series

2024 4025-4034
Gravina A, Zambon D, Bacciu D, Alippi C

Preprint

The Value of Recall in Extensive-Form Games

2024
Berker RE, Tewolde E, Anagnostides I, Sandholm T, Conitzer V

Conference

TOWARD OPTIMAL POLICY POPULATION GROWTH IN TWO-PLAYER ZERO-SUM GAMES

2024 • 12th International Conference on Learning Representations Iclr 2024
McAleer S, Lanier JB, Wang KA, Baldi P, Sandholm T, Fox R

Preprint

Verifying Approximate Equilibrium in Auctions

2024
Pieroth FR, Sandholm T

Preprint

AI planning in the imagination: High-level planning on learned abstract search spaces

2023
Martin C, Sandholm T

Conference

Bicriteria Multidimensional Mechanism Design with Side Information

2023 • Advances in Neural Information Processing Systems • 40832-40852
Prasad S, Balcan M-F, Sandholm T

Conference

Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games

2023 • Advances in Neural Information Processing Systems
Zhang BH, Farina G, Anagnostides I, Cacciamani F, McAleer S, Haupt A, Celli A, Gatti N, Conitzer V, Sandholm T

Preprint

Confronting Reward Model Overoptimization with Constrained RLHF

2023
Moskovitz T, Singh AK, Strouse D, Sandholm T, Salakhutdinov R, Dragan AD, McAleer S

Conference

Differentiable Economics for Randomized Affine Maximizer Auctions

2023 • IJCAI International Joint Conference on Artificial Intelligence • 2633-2641
Curry M, Sandholm T, Dickerson J

Conference

ESCHER: ESCHEWING IMPORTANCE SAMPLING IN GAMES BY COMPUTING A HISTORY VALUE FUNCTION TO ESTIMATE REGRET

2023 • 11th International Conference on Learning Representations Iclr 2023
McAleer S, Farina G, Lanctot M, Sandholm T

Preprint

Estimating Approximate Incentive Compatibility

2023
Balcan M-F, Sandholm T, Vitercik E

Conference

Finding Mixed-Strategy Equilibria of Continuous-Action Games without Gradients Using Randomized Policy Networks

2023 • IJCAI International Joint Conference on Artificial Intelligence • 2844-2852
Martin C, Sandholm T

Preprint

Generalization Guarantees for Multi-item Profit Maximization: Pricing, Auctions, and Randomized Mechanisms

2023
Balcan M-F, Sandholm T, Vitercik E

Conference

META-LEARNING IN GAMES

2023 • 11th International Conference on Learning Representations Iclr 2023
Harris K, Anagnostides I, Farina G, Khodak M, Wu ZS, Sandholm T

Preprint

Meta-Learning in Games

2023
Harris K, Anagnostides I, Farina G, Khodak M, Wu ZS, Sandholm T

Preprint

Near-Optimal $Φ$-Regret Learning in Extensive-Form Games

2023
Anagnostides I, Farina G, Sandholm T

Preprint

Near-Optimal No-Regret Learning for Correlated Equilibria in Multi-Player General-Sum Games

2023
Anagnostides I, Daskalakis C, Farina G, Fishelson M, Golowich N, Sandholm T

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