Preprint New Sequence-Independent Lifting Techniques for Cutting Planes and When They Induce Facets 2024 Prasad S, Vitercik E, Balcan M-F, Sandholm T
Conference On the Complexity of Computing Sparse Equilibria and Lower Bounds for No-Regret Learning in Games 2024 • Leibniz International Proceedings in Informatics Anagnostides I, Kalavasis A, Sandholm T, Zampetakis M
Preprint On the Outcome Equivalence of Extensive-Form and Behavioral Correlated Equilibria 2024 Zhang BH, Sandholm T
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
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
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 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 ApproxED: Approximate exploitability descent via learned best responses 2023 Martin C, Sandholm T
Preprint Bicriteria Multidimensional Mechanism Design with Side Information 2023 Balcan M-F, Prasad S, Sandholm T
Conference Bicriteria Multidimensional Mechanism Design with Side Information 2023 • Advances in Neural Information Processing Systems • 36: Balcan MF, Prasad S, Sandholm T
Preprint Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games 2023 Zhang BH, Farina G, Anagnostides I, Cacciamani F, McAleer SM, Haupt AA, Celli A, Gatti N, Conitzer V, 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
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 Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations 2023 Liang Y, Sun Y, Zheng R, Liu X, Eysenbach B, Sandholm T, Huang F, McAleer S
Journal Article Generalization Guarantees for Multi-Item Profit Maximization: Pricing, Auctions, and Randomized Mechanisms 2023 • Operations Research Balcan M-F, Sandholm T, Vitercik E
Preprint Hidden-Role Games: Equilibrium Concepts and Computation 2023 Carminati L, Zhang BH, Farina G, Gatti N, Sandholm T
Preprint Mediator Interpretation and Faster Learning Algorithms for Linear Correlated Equilibria in General Extensive-Form Games 2023 Zhang BH, Farina G, Sandholm T
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
Conference Near-Optimal Φ-Regret Learning in Extensive-Form Games 2023 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 202 • 202:814-839 Anagnostides I, Farina G, Sandholm T
