Gabriele Farina

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Carnegie Mellon University

Faster Algorithms for Optimal Ex-Ante Coordinated Collusive Strategies in Extensive-Form Zero-Sum Games

We focus on the problem of finding an optimal strategy for a team of two...
09/21/2020 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Polynomial-Time Computation of Optimal Correlated Equilibria in Two-Player Extensive-Form Games with Public Chance Moves and Beyond

Unlike normal-form games, where correlated equilibria have been studied ...
09/09/2020 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent

Blackwell approachability is a framework for reasoning about repeated ga...
07/28/2020 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium

The existence of simple, uncoupled no-regret dynamics that converge to c...
04/01/2020 ∙ by Andrea Celli, et al. ∙ 0 ∙ share

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No-regret learning dynamics for extensive-form correlated and coarse correlated equilibria

Recently, there has been growing interest around less-restrictive soluti...
04/01/2020 ∙ by Andrea Celli, et al. ∙ 0 ∙ share

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Stochastic Regret Minimization in Extensive-Form Games

Monte-Carlo counterfactual regret minimization (MCCFR) is the state-of-t...
02/19/2020 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium

Self-play methods based on regret minimization have become the state of ...
10/28/2019 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions

We study the performance of optimistic regret-minimization algorithms fo...
10/24/2019 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Coarse Correlation in Extensive-Form Games

Coarse correlation models strategic interactions of rational agents comp...
08/26/2019 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks

While Nash equilibrium in extensive-form games is well understood, very ...
05/29/2019 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Stable-Predictive Optimistic Counterfactual Regret Minimization

The CFR framework has been a powerful tool for solving large-scale exten...
02/13/2019 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Quasi-Perfect Stackelberg Equilibrium

Equilibrium refinements are important in extensive-form (i.e., tree-form...
11/09/2018 ∙ by Alberto Marchesi, et al. ∙ 0 ∙ share

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Regret Circuits: Composability of Regret Minimizers

Regret minimization is a powerful tool for solving large-scale problems;...
11/06/2018 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Composability of Regret Minimizers

Regret minimization is a powerful tool for solving large-scale problems;...
11/06/2018 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Solving Large Sequential Games with the Excessive Gap Technique

There has been tremendous recent progress on equilibrium-finding algorit...
10/07/2018 ∙ by Christian Kroer, et al. ∙ 0 ∙ share

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Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games

Regret minimization is a powerful tool for solving large-scale extensive...
09/10/2018 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead

Stackelberg equilibria have become increasingly important as a solution ...
11/21/2017 ∙ by Christian Kroer, et al. ∙ 0 ∙ share

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Regret Minimization in Behaviorally-Constrained Zero-Sum Games

No-regret learning has emerged as a powerful tool for solving extensive-...
11/09/2017 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Operation Frames and Clubs in Kidney Exchange

A kidney exchange is a centrally-administered barter market where patien...
05/25/2017 ∙ by Gabriele Farina, et al. ∙ 0 ∙ share

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Gabriele Farina

Featured Co-authors

Tuomas Sandholm

Nicola Gatti

John P Dickerson

Fei Fang

Christian Kroer

Alberto Marchesi

Andrea Celli

Noam Brown

Chun Kai Ling

Tommaso Bianchi

Faster Algorithms for Optimal Ex-Ante Coordinated Collusive Strategies in Extensive-Form Zero-Sum Games

Polynomial-Time Computation of Optimal Correlated Equilibria in Two-Player Extensive-Form Games with Public Chance Moves and Beyond

Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent

No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium

No-regret learning dynamics for extensive-form correlated and coarse correlated equilibria

Stochastic Regret Minimization in Extensive-Form Games

Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium

Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions

Coarse Correlation in Extensive-Form Games

Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks

Stable-Predictive Optimistic Counterfactual Regret Minimization

Quasi-Perfect Stackelberg Equilibrium

Regret Circuits: Composability of Regret Minimizers

Composability of Regret Minimizers

Solving Large Sequential Games with the Excessive Gap Technique

Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games

Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead

Regret Minimization in Behaviorally-Constrained Zero-Sum Games

Operation Frames and Clubs in Kidney Exchange