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Optimal Correlated Equilibria in General-Sum Extensive-Form Games: Fixed-Parameter Algorithms, Hardness, and Two-Sided Column-Generation


Mar 14, 2022
Brian Zhang , Gabriele Farina , Andrea Celli , Tuomas Sandholm


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Online Learning with Knapsacks: the Best of Both Worlds


Feb 28, 2022
Matteo Castiglioni , Andrea Celli , Christian Kroer


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Multi-Receiver Online Bayesian Persuasion


Jun 11, 2021
Matteo Castiglioni , Alberto Marchesi , Andrea Celli , Nicola Gatti


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Simple Uncoupled No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium


Apr 04, 2021
Gabriele Farina , Andrea Celli , Alberto Marchesi , Nicola Gatti

* Extended version of our NeurIPS 2020 paper. Compared to the conference version, this preprint gives finer, in-high-probability regret bounds. We also better connected our work to the phi-regret framework 

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Multi-Agent Coordination in Adversarial Environments through Signal Mediated Strategies


Feb 09, 2021
Federico Cacciamani , Andrea Celli , Marco Ciccone , Nicola Gatti

* Accepted at AAMAS 2021 (full paper) 

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


Sep 21, 2020
Gabriele Farina , Andrea Celli , Nicola Gatti , Tuomas Sandholm


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


Apr 09, 2020
Andrea Celli , Alberto Marchesi , Gabriele Farina , Nicola Gatti


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Signaling in Bayesian Network Congestion Games: the Subtle Power of Symmetry


Feb 12, 2020
Matteo Castiglioni , Andrea Celli , Alberto Marchesi , Nicola Gatti


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Public Bayesian Persuasion: Being Almost Optimal and Almost Persuasive


Feb 12, 2020
Matteo Castiglioni , Andrea Celli , Nicola Gatti


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