Office: 45-501F
(5th floor of College of Computing bldg)
Email: gfarina AT mit.edu
Assistant: Maricarmen Rodriguez
Gabriele Farina
I am interested in solid theoretical and algorithmic foundations for learning and computational decision-making under imperfect information. To achieve that, I combine and advance techniques and notions of strategicness from game theory together with modern tools from machine learning, optimization, and statistics.
I am an Assistant Professor at MIT in EECS and LIDS, additionally affiliated with the Operations Research Center (ORC). I hold the X-Window Consortium Career Development Chair. Before that, I spent a year as a Research Scientist at FAIR (Meta AI), where I worked on Cicero, a human-level AI agent combining strategic reasoning and natural language. Before that, I was a Ph.D. student in the Computer Science Department at Carnegie Mellon University, where I worked with Tuomas Sandholm. I was supported by a 2019-2020 Facebook Fellowship in the area of Economics and Computation. My dissertation on learning and equilibrium computation in imperfect-information games received the ACM SIGecom dissertation award, one of the two ACM dissertation award honorable mentions, the CMU SCS dissertation award, and the Runner up Victor Lesser distinguished dissertation award. I am the recipient of an NSF CAREER award, and am an AI2050 Early Career Fellow.
Curriculum Vitae Publications TeachingSome current research interests
➊ No-Regret Learning Dynamics
Publications on this topic: [ = most representative]
STOC 2025
(to appear) |
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STOC 2025
(to appear) |
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ICLR 2025
(to appear) |
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ICLR 2025
(to appear) |
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Oper. Res. 2025
(to appear) |
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NeurIPS 2024
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NeurIPS 2024
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NeurIPS 2024
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NeurIPS 2024
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ICLR 2024
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AAAI 2024
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AAAI 2024
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NeurIPS 2023
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NeurIPS 2023
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Regret Matching$^+$: (In)Stability and Fast Convergence in Games
Spotlight paper
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NeurIPS 2023
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ICML 2023
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ICLR 2023
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ICLR 2023
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J. ACM 2022
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Science 2022
link |
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NeurIPS 2022
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NeurIPS 2022
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ICML 2022
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ICML 2022
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STOC 2022
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AAAI 2022
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EC 2021
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AAAI 2021
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AAAI 2021
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AAAI 2021
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ICML 2020
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NeurIPS 2019
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ICML 2019
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Regret Circuits: Composability of Regret Minimizers
[]
Long presentation
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ICML 2019
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AAAI 2019
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NeurIPS 2018
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Solving Large Sequential Games with the Excessive Gap Technique
Spotlight paper
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➋ Correlation and Mediated Equilibria
Publications on this topic: [ = most representative]
Oper. Res. 2025
(to appear) |
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Math. of OR 2025
(to appear) |
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EC 2024
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ICLR 2024
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NeurIPS 2023
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J. ACM 2022
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NeurIPS 2022
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EC 2022
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EC 2022
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STOC 2022
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NeurIPS 2020
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NeurIPS 2020
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AAAI 2020
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NeurIPS 2019
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➌ Team Games and Team Equilibria
Publications on this topic: [ = most representative]
GameSec 2024
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Contested Logistics: A Game-Theoretic Approach
Best paper award
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EC 2024
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NeurIPS 2023
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ICML 2023
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NeurIPS 2022
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ICML 2021
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NeurIPS 2018
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➍ Human Modeling, Robustness to Mistakes, and Equilibrium Perfection
Publications on this topic: [ = most representative]
NAACL 2024
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ICLR 2024
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The Consensus Game: Language Model Generation via Equilibrium Search
Spotlight paper
Best paper award at "Robustness of Few-shot and Zero-shot Learning in Large Foundation Models" workshop (NeurIPS 2023) |
ICLR 2023
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Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning
[]
Outstanding Paper Honorable Mention
Selected as “Notable-top-5%” |
Science 2022
link |
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ICML 2022
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NeurIPS 2021
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AAAI 2019
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NeurIPS 2018
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IJCAI 2018
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AAAI 2018
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ICML 2017
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IJCAI 2017
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AAAI 2017
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