← Authors

Gabriele Farina

56 papers · 2017–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (29) 🏠 Conference Loyalist (22) πŸ† Grand Slam πŸ”¬ Deep Specialist (42) 🀝 Dynamic Duo (39) πŸ† Keyword Champion (3) πŸ‘‘ Triple Crown πŸ’Ž Century Club (56) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (9) ⚑ Prolific Year (10) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (134)

Conferences

NIPS (22) ICML (11) AAAI (9) ICLR (8) IJCAI (4) COLT (1) NAACL (1)

Top co-authors

Tuomas Sandholm (39) Christian Kroer (19) Ioannis Anagnostides (11) Nicola Gatti (9) Haipeng Luo (6) Chung-Wei Lee (6) Andrea Celli (5) Noam Brown (4) Ioannis Panageas (4) Brian Hu Zhang (4)

Keywords

extensive-form game (31) game theory (26) nash equilibrium (17) regret minimization (13) multi-agent system (12) correlated equilibrium (10) zero-sum game (7) online learning (7) counterfactual regret (6) no-regret learning (6) equilibrium refinement (5) equilibrium computation (5) regret bound (5) coarse correlated equilibrium (4) counterfactual regret minimization (4) sequential decision making (3) mirror descent (3) multi-agent learning (3) learning dynamics (3) polyhedral game (3)

Papers

A Policy-Gradient Approach to Solving Imperfect-Information Games with Best-Iterate Convergence ICLR 2025
Efficient Near-Optimal Algorithm for Online Shortest Paths in Directed Acyclic Graphs with Bandit Feedback Against Adaptive Adversaries COLT 2025
Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games ICLR 2025
Expected Variational Inequalities ICML 2025
Mediator Interpretation and Faster Learning Algorithms for Linear Correlated Equilibria in General Sequential Games ICLR 2024
The Consensus Game: Language Model Generation via Equilibrium Search ICLR 2024
Efficient Learning in Polyhedral Games via Best-Response Oracles AAAI 2024
Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence beyond the Minty Property AAAI 2024
Efficient $\Phi$-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games NIPS 2024
On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games NIPS 2024
Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning NAACL 2024
The Update-Equivalence Framework for Decision-Time Planning ICLR 2024
Polynomial-Time Computation of Exact $\Phi$-Equilibria in Polyhedral Games NIPS 2024
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms NIPS 2024
Near-Optimal $Ξ¦$-Regret Learning in Extensive-Form Games ICML 2023
Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games NIPS 2023
On the Convergence of No-Regret Learning Dynamics in Time-Varying Games NIPS 2023
Polynomial-Time Linear-Swap Regret Minimization in Imperfect-Information Sequential Games NIPS 2023
Team-PSRO for Learning Approximate TMECor in Large Team Games via Cooperative Reinforcement Learning NIPS 2023
Regret Matching+: (In)Stability and Fast Convergence in Games NIPS 2023
ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret ICLR 2023
Meta-Learning in Games ICLR 2023
Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning ICLR 2023
Team Belief DAG: Generalizing the Sequence Form to Team Games for Fast Computation of Correlated Team Max-Min Equilibria via Regret Minimization ICML 2023
Fast Payoff Matrix Sparsification Techniques for Structured Extensive-Form Games AAAI 2022
On Last-Iterate Convergence Beyond Zero-Sum Games ICML 2022
Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games ICML 2022
Modeling Strong and Human-Like Gameplay with KL-Regularized Search ICML 2022
Uncoupled Learning Dynamics with $O(\log T)$ Swap Regret in Multiplayer Games NIPS 2022
Subgame Solving in Adversarial Team Games NIPS 2022
Near-Optimal No-Regret Learning Dynamics for General Convex Games NIPS 2022
Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games NIPS 2022
Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games AAAI 2021
Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent AAAI 2021
Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games AAAI 2021
Equilibrium Refinement for the Age of Machines: The One-Sided Quasi-Perfect Equilibrium NIPS 2021
Connecting Optimal Ex-Ante Collusion in Teams to Extensive-Form Correlation: Faster Algorithms and Positive Complexity Results ICML 2021
Decentralized No-regret Learning Algorithms for Extensive-form Correlated Equilibria (Extended Abstract) IJCAI 2021
Polynomial-Time Computation of Optimal Correlated Equilibria in Two-Player Extensive-Form Games with Public Chance Moves and Beyond NIPS 2020
Stochastic Regret Minimization in Extensive-Form Games ICML 2020
Coarse Correlation in Extensive-Form Games AAAI 2020
No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium NIPS 2020
Quasi-Perfect Stackelberg Equilibrium AAAI 2019
Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions NIPS 2019
Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium NIPS 2019
Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks NIPS 2019
Stable-Predictive Optimistic Counterfactual Regret Minimization ICML 2019
Regret Circuits: Composability of Regret Minimizers ICML 2019
Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games AAAI 2019
Trembling-Hand Perfection in Extensive-Form Games with Commitment IJCAI 2018
Practical exact algorithm for trembling-hand equilibrium refinements in games NIPS 2018
Ex ante coordination and collusion in zero-sum multi-player extensive-form games NIPS 2018
Solving Large Sequential Games with the Excessive Gap Technique NIPS 2018
Regret Minimization in Behaviorally-Constrained Zero-Sum Games ICML 2017
Operation Frames and Clubs in Kidney Exchange IJCAI 2017
Smoothing Method for Approximate Extensive-Form Perfect Equilibrium IJCAI 2017