Gabriele Farina
Carnegie Mellon University
H-index: 21
North America-United States
Top articles of Gabriele Farina
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Polynomial-Time Computation of Exact -Equilibria in Polyhedral Games | arXiv preprint arXiv:2402.16316 | Gabriele Farina Charilaos Pipis | 2024/2/26 |
Computing optimal equilibria and mechanisms via learning in zero-sum extensive-form games | Advances in Neural Information Processing Systems | Brian Zhang Gabriele Farina Ioannis Anagnostides Federico Cacciamani Stephen McAleer | 2024/2/13 |
On the convergence of no-regret learning dynamics in time-varying games | Advances in Neural Information Processing Systems | Ioannis Anagnostides Ioannis Panageas Gabriele Farina Tuomas Sandholm | 2024/2/13 |
Efficient -Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games | arXiv preprint arXiv:2402.09670 | Brian Hu Zhang Ioannis Anagnostides Gabriele Farina Tuomas Sandholm | 2024/2/15 |
Team-PSRO for Learning Approximate TMECor in Large Team Games via Cooperative Reinforcement Learning | Advances in Neural Information Processing Systems | Stephen McAleer Gabriele Farina Gaoyue Zhou Mingzhi Wang Yaodong Yang | 2024/2/13 |
Regret matching+:(in) stability and fast convergence in games | Advances in Neural Information Processing Systems | Gabriele Farina Julien Grand-Clément Christian Kroer Chung-Wei Lee Haipeng Luo | 2024/2/13 |
Optimistic policy gradient in multi-player markov games with a single controller: Convergence beyond the minty property | Proceedings of the AAAI Conference on Artificial Intelligence | Ioannis Anagnostides Ioannis Panageas Gabriele Farina Tuomas Sandholm | 2024/3/24 |
Efficient Learning in Polyhedral Games via Best-Response Oracles | Proceedings of the AAAI Conference on Artificial Intelligence | Darshan Chakrabarti Gabriele Farina Christian Kroer | 2024/3/24 |
Polynomial-time linear-swap regret minimization in imperfect-information sequential games | Advances in Neural Information Processing Systems | Gabriele Farina Charilaos Pipis | 2024/2/13 |
The Update Equivalence Framework for Decision-Time Planning | arXiv preprint arXiv:2304.13138 | Samuel Sokota Gabriele Farina David J Wu Hengyuan Hu Kevin A Wang | 2023/4/25 |
The consensus game: Language model generation via equilibrium search | ICLR | Athul Paul Jacob Yikang Shen Gabriele Farina Jacob Andreas | 2024 |
ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret | International Conference on Learning Representations (ICLR) | Stephen McAleer Gabriele Farina Marc Lanctot Tuomas Sandholm | 2022/6/8 |
Hidden-Role Games: Equilibrium Concepts and Computation | arXiv preprint arXiv:2308.16017 | Luca Carminati Brian Hu Zhang Gabriele Farina Nicola Gatti Tuomas Sandholm | 2023/8/30 |
Team belief DAG: generalizing the sequence form to team games for fast computation of correlated team max-min equilibria via regret minimization | Brian Hu Zhang Gabriele Farina Tuomas Sandholm | 2023/7/3 | |
Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning | NAACL | Athul Paul Jacob Gabriele Farina Jacob Andreas | 2024 |
Near-Optimal -Regret Learning in Extensive-Form Games | Ioannis Anagnostides Gabriele Farina Tuomas Sandholm | 2023/7/3 | |
Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games | arXiv preprint arXiv:2311.00676 | Yang Cai Gabriele Farina Julien Grand-Clément Christian Kroer Chung-Wei Lee | 2023/11/1 |
Steering no-regret learners to optimal equilibria | arXiv preprint arXiv:2306.05221 | Brian Hu Zhang Gabriele Farina Ioannis Anagnostides Federico Cacciamani Stephen Marcus McAleer | 2023/6/8 |
Mediator Interpretation and Faster Learning Algorithms for Linear Correlated Equilibria in General Sequential Games | Brian Hu Zhang Gabriele Farina Tuomas Sandholm | 2023/10/13 | |
On last-iterate convergence beyond zero-sum games | Ioannis Anagnostides Ioannis Panageas Gabriele Farina Tuomas Sandholm | 2022/6/28 |
Co-Authors
