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Gabriele Farina — most-cited papers & profile · Reinforcement Learning
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overview
Gabriele Farina
11
papers ·
18
citations ·
13
h-index
Massachusetts Institute of Technology
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Most-cited papers
Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning
2022 · 10 citations
Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games
2021 · 8 citations
GAE Falls Short in Imperfect-Information Self-Play Reinforcement Learning
2026
Superhuman AI for Stratego Using Self-Play Reinforcement Learning and Test-Time Search
2025
Learning Correlated Reward Models: Statistical Barriers and Opportunities
2025
Reevaluating Policy Gradient Methods for Imperfect-Information Games
2025
A Policy-Gradient Approach to Solving Imperfect-Information Games with Best-Iterate Convergence
2024
Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence Beyond the Minty Property
2023
Top co-authors
J. Zico Kolter
· 2
Tuomas Sandholm
· 2
Amy Zhang
· 1
Anton Bakhtin
· 1
Asuman Ozdaglar
· 1
Athul Paul Jacob
· 1
Hengyuan Hu
· 1
Mingyang Liu
· 1
Zhiyuan Fan
· 1
Topics
Game AI
Multi-Agent
cs.LG
Policy Gradient
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cs.AI
econ.EM
stat.ML
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