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Gabriele Farina
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2020 – today
- 2024
- [c60]Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm:
Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence beyond the Minty Property. AAAI 2024: 9451-9459 - [c59]Darshan Chakrabarti, Gabriele Farina, Christian Kroer:
Efficient Learning in Polyhedral Games via Best-Response Oracles. AAAI 2024: 9564-9572 - [c58]Athul Paul Jacob, Yikang Shen, Gabriele Farina, Jacob Andreas:
The Consensus Game: Language Model Generation via Equilibrium Search. ICLR 2024 - [c57]Samuel Sokota, Gabriele Farina, David J. Wu, Hengyuan Hu, Kevin A. Wang, J. Zico Kolter, Noam Brown:
The Update-Equivalence Framework for Decision-Time Planning. ICLR 2024 - [c56]Brian Hu Zhang, Gabriele Farina, Tuomas Sandholm:
Mediator Interpretation and Faster Learning Algorithms for Linear Correlated Equilibria in General Sequential Games. ICLR 2024 - [c55]Athul Paul Jacob, Gabriele Farina, Jacob Andreas:
Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning. NAACL-HLT 2024: 2944-2955 - [i64]Brian Hu Zhang, Ioannis Anagnostides, Gabriele Farina, Tuomas Sandholm:
Efficient Φ-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games. CoRR abs/2402.09670 (2024) - [i63]Gabriele Farina, Charilaos Pipis:
Polynomial-Time Computation of Exact Φ-Equilibria in Polyhedral Games. CoRR abs/2402.16316 (2024) - [i62]Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-Wei Lee, Haipeng Luo, Weiqiang Zheng:
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms. CoRR abs/2406.10631 (2024) - [i61]Constantinos Daskalakis, Gabriele Farina, Noah Golowich, Tuomas Sandholm, Brian Hu Zhang:
A Lower Bound on Swap Regret in Extensive-Form Games. CoRR abs/2406.13116 (2024) - [i60]Mingyang Liu, Gabriele Farina, Asuman E. Ozdaglar:
LiteEFG: An Efficient Python Library for Solving Extensive-form Games. CoRR abs/2407.20351 (2024) - [i59]Mingyang Liu, Gabriele Farina, Asuman E. Ozdaglar:
A Policy-Gradient Approach to Solving Imperfect-Information Games with Iterate Convergence. CoRR abs/2408.00751 (2024) - [i58]Jakub Cerný, Chun Kai Ling, Darshan Chakrabarti, Jingwen Zhang, Gabriele Farina, Christian Kroer, Garud Iyengar:
Contested Logistics: A Game-Theoretic Approach. CoRR abs/2408.13057 (2024) - 2023
- [c54]Anton Bakhtin, David J. Wu, Adam Lerer, Jonathan Gray, Athul Paul Jacob, Gabriele Farina, Alexander H. Miller, Noam Brown:
Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning. ICLR 2023 - [c53]Keegan Harris, Ioannis Anagnostides, Gabriele Farina, Mikhail Khodak, Steven Wu, Tuomas Sandholm:
Meta-Learning in Games. ICLR 2023 - [c52]Stephen Marcus McAleer, Gabriele Farina, Marc Lanctot, Tuomas Sandholm:
ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret. ICLR 2023 - [c51]Ioannis Anagnostides, Gabriele Farina, Tuomas Sandholm:
Near-Optimal Φ-Regret Learning in Extensive-Form Games. ICML 2023: 814-839 - [c50]Brian Hu Zhang, Gabriele Farina, Tuomas Sandholm:
Team Belief DAG: Generalizing the Sequence Form to Team Games for Fast Computation of Correlated Team Max-Min Equilibria via Regret Minimization. ICML 2023: 40996-41018 - [c49]Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm:
On the Convergence of No-Regret Learning Dynamics in Time-Varying Games. NeurIPS 2023 - [c48]Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-Wei Lee, Haipeng Luo:
Regret Matching+: (In)Stability and Fast Convergence in Games. NeurIPS 2023 - [c47]Gabriele Farina, Charilaos Pipis:
Polynomial-Time Linear-Swap Regret Minimization in Imperfect-Information Sequential Games. NeurIPS 2023 - [c46]Stephen McAleer, Gabriele Farina, Gaoyue Zhou, Mingzhi Wang, Yaodong Yang, Tuomas Sandholm:
Team-PSRO for Learning Approximate TMECor in Large Team Games via Cooperative Reinforcement Learning. NeurIPS 2023 - [c45]Brian Hu Zhang, Gabriele Farina, Ioannis Anagnostides, Federico Cacciamani, Stephen McAleer, Andreas A. Haupt, Andrea Celli, Nicola Gatti, Vincent Conitzer, Tuomas Sandholm:
Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games. NeurIPS 2023 - [i57]Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm:
On the Convergence of No-Regret Learning Dynamics in Time-Varying Games. CoRR abs/2301.11241 (2023) - [i56]Samuel Sokota, Gabriele Farina, David J. Wu, Hengyuan Hu, Kevin A. Wang, J. Zico Kolter, Noam Brown:
The Update Equivalence Framework for Decision-Time Planning. CoRR abs/2304.13138 (2023) - [i55]Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-Wei Lee, Haipeng Luo:
Regret Matching+: (In)Stability and Fast Convergence in Games. CoRR abs/2305.14709 (2023) - [i54]Brian Hu Zhang, Gabriele Farina, Ioannis Anagnostides, Federico Cacciamani, Stephen Marcus McAleer, Andreas Alexander Haupt, Andrea Celli, Nicola Gatti, Vincent Conitzer, Tuomas Sandholm:
Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games. CoRR abs/2306.05216 (2023) - [i53]Brian Hu Zhang, Gabriele Farina, Ioannis Anagnostides, Federico Cacciamani, Stephen Marcus McAleer, Andreas Alexander Haupt, Andrea Celli, Nicola Gatti, Vincent Conitzer, Tuomas Sandholm:
Steering No-Regret Learners to Optimal Equilibria. CoRR abs/2306.05221 (2023) - [i52]Gabriele Farina, Charilaos Pipis:
Polynomial-Time Linear-Swap Regret Minimization in Imperfect-Information Sequential Games. CoRR abs/2307.05448 (2023) - [i51]Luca Carminati, Brian Hu Zhang, Gabriele Farina, Nicola Gatti, Tuomas Sandholm:
Hidden-Role Games: Equilibrium Concepts and Computation. CoRR abs/2308.16017 (2023) - [i50]Athul Paul Jacob, Yikang Shen, Gabriele Farina, Jacob Andreas:
The Consensus Game: Language Model Generation via Equilibrium Search. CoRR abs/2310.09139 (2023) - [i49]Brian Hu Zhang, Gabriele Farina, Tuomas Sandholm:
Mediator Interpretation and Faster Learning Algorithms for Linear Correlated Equilibria in General Extensive-Form Games. CoRR abs/2310.15935 (2023) - [i48]Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-Wei Lee, Haipeng Luo, Weiqiang Zheng:
Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games. CoRR abs/2311.00676 (2023) - [i47]Athul Paul Jacob, Gabriele Farina, Jacob Andreas:
Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning. CoRR abs/2311.09712 (2023) - [i46]Darshan Chakrabarti, Gabriele Farina, Christian Kroer:
Efficient Learning in Polyhedral Games via Best Response Oracles. CoRR abs/2312.03696 (2023) - [i45]Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm:
Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence Beyond the Minty Property. CoRR abs/2312.12067 (2023) - 2022
- [j4]Gabriele Farina, Andrea Celli, Alberto Marchesi, Nicola Gatti:
Simple Uncoupled No-regret Learning Dynamics for Extensive-form Correlated Equilibrium. J. ACM 69(6): 41:1-41:41 (2022) - [j3]Luca Mesin, Paola Porcu, Debora Russu, Gabriele Farina, Luigi Borzì, Wei Zhang, Yuzhu Guo, Gabriella Olmo:
A Multi-Modal Analysis of the Freezing of Gait Phenomenon in Parkinson's Disease. Sensors 22(7): 2613 (2022) - [c44]Gabriele Farina, Tuomas Sandholm:
Fast Payoff Matrix Sparsification Techniques for Structured Extensive-Form Games. AAAI 2022: 4999-5007 - [c43]Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm:
On Last-Iterate Convergence Beyond Zero-Sum Games. ICML 2022: 536-581 - [c42]Gabriele Farina, Chung-Wei Lee, Haipeng Luo, Christian Kroer:
Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games. ICML 2022: 6337-6357 - [c41]Athul Paul Jacob, David J. Wu, Gabriele Farina, Adam Lerer, Hengyuan Hu, Anton Bakhtin, Jacob Andreas, Noam Brown:
Modeling Strong and Human-Like Gameplay with KL-Regularized Search. ICML 2022: 9695-9728 - [c40]Ioannis Anagnostides, Gabriele Farina, Christian Kroer, Chung-Wei Lee, Haipeng Luo, Tuomas Sandholm:
Uncoupled Learning Dynamics with O(log T) Swap Regret in Multiplayer Games. NeurIPS 2022 - [c39]Ioannis Anagnostides, Gabriele Farina, Ioannis Panageas, Tuomas Sandholm:
Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games. NeurIPS 2022 - [c38]Gabriele Farina, Ioannis Anagnostides, Haipeng Luo, Chung-Wei Lee, Christian Kroer, Tuomas Sandholm:
Near-Optimal No-Regret Learning Dynamics for General Convex Games. NeurIPS 2022 - [c37]Brian Hu Zhang, Luca Carminati, Federico Cacciamani, Gabriele Farina, Pierriccardo Olivieri, Nicola Gatti, Tuomas Sandholm:
Subgame Solving in Adversarial Team Games. NeurIPS 2022 - [c36]Ioannis Anagnostides, Gabriele Farina, Christian Kroer, Andrea Celli, Tuomas Sandholm:
Faster No-Regret Learning Dynamics for Extensive-Form Correlated and Coarse Correlated Equilibria. EC 2022: 915-916 - [c35]Brian Hu Zhang, Gabriele Farina, Andrea Celli, Tuomas Sandholm:
Optimal Correlated Equilibria in General-Sum Extensive-Form Games: Fixed-Parameter Algorithms, Hardness, and Two-Sided Column-Generation. EC 2022: 1119-1120 - [c34]Ioannis Anagnostides, Constantinos Daskalakis, Gabriele Farina, Maxwell Fishelson, Noah Golowich, Tuomas Sandholm:
Near-optimal no-regret learning for correlated equilibria in multi-player general-sum games. STOC 2022: 736-749 - [i44]Gabriele Farina, Chung-Wei Lee, Haipeng Luo, Christian Kroer:
Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games. CoRR abs/2202.00237 (2022) - [i43]Brian Hu Zhang, Gabriele Farina, Tuomas Sandholm:
Team Belief DAG Form: A Concise Representation for Team-Correlated Game-Theoretic Decision Making. CoRR abs/2202.00789 (2022) - [i42]Ioannis Anagnostides, Gabriele Farina, Christian Kroer, Andrea Celli, Tuomas Sandholm:
Faster No-Regret Learning Dynamics for Extensive-Form Correlated and Coarse Correlated Equilibria. CoRR abs/2202.05446 (2022) - [i41]Brian Hu Zhang, Gabriele Farina, Andrea Celli, Tuomas Sandholm:
Optimal Correlated Equilibria in General-Sum Extensive-Form Games: Fixed-Parameter Algorithms, Hardness, and Two-Sided Column-Generation. CoRR abs/2203.07181 (2022) - [i40]Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm:
On Last-Iterate Convergence Beyond Zero-Sum Games. CoRR abs/2203.12056 (2022) - [i39]Ioannis Anagnostides, Gabriele Farina, Ioannis Panageas, Tuomas Sandholm:
Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games. CoRR abs/2203.12074 (2022) - [i38]Ioannis Anagnostides, Gabriele Farina, Christian Kroer, Chung-Wei Lee, Haipeng Luo, Tuomas Sandholm:
Uncoupled Learning Dynamics with O(log T) Swap Regret in Multiplayer Games. CoRR abs/2204.11417 (2022) - [i37]Stephen McAleer, Gabriele Farina, Marc Lanctot, Tuomas Sandholm:
ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret. CoRR abs/2206.04122 (2022) - [i36]Gabriele Farina, Ioannis Anagnostides, Haipeng Luo, Chung-Wei Lee, Christian Kroer, Tuomas Sandholm:
Near-Optimal No-Regret Learning for General Convex Games. CoRR abs/2206.08742 (2022) - [i35]Ioannis Anagnostides, Gabriele Farina, Tuomas Sandholm:
Near-Optimal $Φ$-Regret Learning in Extensive-Form Games. CoRR abs/2208.09747 (2022) - [i34]Gabriele Farina, Christian Kroer, Chung-Wei Lee, Haipeng Luo:
Clairvoyant Regret Minimization: Equivalence with Nemirovski's Conceptual Prox Method and Extension to General Convex Games. CoRR abs/2208.14891 (2022) - [i33]Keegan Harris, Ioannis Anagnostides, Gabriele Farina, Mikhail Khodak, Zhiwei Steven Wu, Tuomas Sandholm:
Meta-Learning in Games. CoRR abs/2209.14110 (2022) - [i32]Anton Bakhtin, David J. Wu, Adam Lerer, Jonathan Gray, Athul Paul Jacob, Gabriele Farina, Alexander H. Miller, Noam Brown:
Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning. CoRR abs/2210.05492 (2022) - 2021
- [j2]Robin Schmucker, Gabriele Farina, James R. Faeder, Fabian Fröhlich, Ali Sinan Saglam, Tuomas Sandholm:
Combination treatment optimization using a pan-cancer pathway model. PLoS Comput. Biol. 17(12) (2021) - [c33]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent. AAAI 2021: 5363-5371 - [c32]Gabriele Farina, Robin Schmucker, Tuomas Sandholm:
Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games. AAAI 2021: 5372-5380 - [c31]Gabriele Farina, Tuomas Sandholm:
Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games. AAAI 2021: 5381-5390 - [c30]Gabriele Farina, Andrea Celli, Nicola Gatti, Tuomas Sandholm:
Connecting Optimal Ex-Ante Collusion in Teams to Extensive-Form Correlation: Faster Algorithms and Positive Complexity Results. ICML 2021: 3164-3173 - [c29]Andrea Celli, Alberto Marchesi, Gabriele Farina, Nicola Gatti:
Decentralized No-regret Learning Algorithms for Extensive-form Correlated Equilibria (Extended Abstract). IJCAI 2021: 4755-4759 - [c28]Gabriele Farina, Tuomas Sandholm:
Equilibrium Refinement for the Age of Machines: The One-Sided Quasi-Perfect Equilibrium. NeurIPS 2021: 8845-8856 - [c27]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria. EC 2021: 432 - [i31]Gabriele Farina, Tuomas Sandholm:
Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games. CoRR abs/2103.04539 (2021) - [i30]Gabriele Farina, Robin Schmucker, Tuomas Sandholm:
Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games. CoRR abs/2103.04546 (2021) - [i29]Gabriele Farina, Andrea Celli, Alberto Marchesi, Nicola Gatti:
Simple Uncoupled No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium. CoRR abs/2104.01520 (2021) - [i28]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria. CoRR abs/2105.12954 (2021) - [i27]Gabriele Farina, Andrea Celli, Tuomas Sandholm:
Efficient Decentralized Learning Dynamics for Extensive-Form Coarse Correlated Equilibrium: No Expensive Computation of Stationary Distributions Required. CoRR abs/2109.08138 (2021) - [i26]Ioannis Anagnostides, Constantinos Daskalakis, Gabriele Farina, Maxwell Fishelson, Noah Golowich, Tuomas Sandholm:
Near-Optimal No-Regret Learning for Correlated Equilibria in Multi-Player General-Sum Games. CoRR abs/2111.06008 (2021) - [i25]Gabriele Farina, Tuomas Sandholm:
Fast Payoff Matrix Sparsification Techniques for Structured Extensive-Form Games. CoRR abs/2112.03804 (2021) - [i24]Athul Paul Jacob, David J. Wu, Gabriele Farina, Adam Lerer, Anton Bakhtin, Jacob Andreas, Noam Brown:
Modeling Strong and Human-Like Gameplay with KL-Regularized Search. CoRR abs/2112.07544 (2021) - 2020
- [c26]Gabriele Farina, Tommaso Bianchi, Tuomas Sandholm:
Coarse Correlation in Extensive-Form Games. AAAI 2020: 1934-1941 - [c25]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Stochastic Regret Minimization in Extensive-Form Games. ICML 2020: 3018-3028 - [c24]Andrea Celli, Alberto Marchesi, Gabriele Farina, Nicola Gatti:
No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium. NeurIPS 2020 - [c23]Gabriele Farina, Tuomas Sandholm:
Polynomial-Time Computation of Optimal Correlated Equilibria in Two-Player Extensive-Form Games with Public Chance Moves and Beyond. NeurIPS 2020 - [i23]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Stochastic Regret Minimization in Extensive-Form Games. CoRR abs/2002.08493 (2020) - [i22]Andrea Celli, Alberto Marchesi, Gabriele Farina, Nicola Gatti:
No-regret learning dynamics for extensive-form correlated and coarse correlated equilibria. CoRR abs/2004.00603 (2020) - [i21]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent. CoRR abs/2007.14358 (2020) - [i20]Gabriele Farina, Tuomas Sandholm:
Polynomial-Time Computation of Optimal Correlated Equilibria in Two-Player Extensive-Form Games with Public Chance Moves and Beyond. CoRR abs/2009.04336 (2020) - [i19]Gabriele Farina, Andrea Celli, Nicola Gatti, Tuomas Sandholm:
Faster Algorithms for Optimal Ex-Ante Coordinated Collusive Strategies in Extensive-Form Zero-Sum Games. CoRR abs/2009.10061 (2020)
2010 – 2019
- 2019
- [c22]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games. AAAI 2019: 1917-1925 - [c21]Alberto Marchesi, Gabriele Farina, Christian Kroer, Nicola Gatti, Tuomas Sandholm:
Quasi-Perfect Stackelberg Equilibrium. AAAI 2019: 2117-2124 - [c20]Rui Silva, Gabriele Farina, Francisco S. Melo, Manuela Veloso:
A Theoretical and Algorithmic Analysis of Configurable MDPs. ICAPS 2019: 455-463 - [c19]Gabriele Farina, Christian Kroer, Noam Brown, Tuomas Sandholm:
Stable-Predictive Optimistic Counterfactual Regret Minimization. ICML 2019: 1853-1862 - [c18]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Regret Circuits: Composability of Regret Minimizers. ICML 2019: 1863-1872 - [c17]Gabriele Farina, Chun Kai Ling, Fei Fang, Tuomas Sandholm:
Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium. NeurIPS 2019: 5187-5197 - [c16]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions. NeurIPS 2019: 5222-5232 - [c15]Gabriele Farina, Chun Kai Ling, Fei Fang, Tuomas Sandholm:
Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks. NeurIPS 2019: 9229-9239 - [i18]Gabriele Farina, Christian Kroer, Noam Brown, Tuomas Sandholm:
Stable-Predictive Optimistic Counterfactual Regret Minimization. CoRR abs/1902.04982 (2019) - [i17]Gabriele Farina, Chun Kai Ling, Fei Fang, Tuomas Sandholm:
Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks. CoRR abs/1905.12564 (2019) - [i16]Gabriele Farina, Tommaso Bianchi, Tuomas Sandholm:
Coarse Correlation in Extensive-Form Games. CoRR abs/1908.09893 (2019) - [i15]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions. CoRR abs/1910.10906 (2019) - [i14]Gabriele Farina, Chun Kai Ling, Fei Fang, Tuomas Sandholm:
Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium. CoRR abs/1910.12450 (2019) - 2018
- [c14]Christian Kroer, Gabriele Farina, Tuomas Sandholm:
Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead. AAAI Workshops 2018: 294-301 - [c13]Christian Kroer, Gabriele Farina, Tuomas Sandholm:
Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead. AAAI 2018: 1130-1137 - [c12]Gabriele Farina, Alberto Marchesi, Christian Kroer, Nicola Gatti, Tuomas Sandholm:
Trembling-Hand Perfection in Extensive-Form Games with Commitment. IJCAI 2018: 233-239 - [c11]Christian Kroer, Gabriele Farina, Tuomas Sandholm:
Solving Large Sequential Games with the Excessive Gap Technique. NeurIPS 2018: 872-882 - [c10]Gabriele Farina, Nicola Gatti, Tuomas Sandholm:
Practical exact algorithm for trembling-hand equilibrium refinements in games. NeurIPS 2018: 5044-5054 - [c9]Gabriele Farina, Andrea Celli, Nicola Gatti, Tuomas Sandholm:
Ex ante coordination and collusion in zero-sum multi-player extensive-form games. NeurIPS 2018: 9661-9671 - [i13]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games. CoRR abs/1809.03075 (2018) - [i12]Christian Kroer, Gabriele Farina, Tuomas Sandholm:
Solving Large Sequential Games with the Excessive Gap Technique. CoRR abs/1810.03063 (2018) - [i11]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Composability of Regret Minimizers. CoRR abs/1811.02540 (2018) - [i10]Alberto Marchesi, Gabriele Farina, Christian Kroer, Nicola Gatti, Tuomas Sandholm:
Quasi-Perfect Stackelberg Equilibrium. CoRR abs/1811.03871 (2018) - 2017
- [j1]Gabriele Farina, Nicola Gatti:
Adopting the Cascade Model in Ad Auctions: Efficiency Bounds and Truthful Algorithmic Mechanisms. J. Artif. Intell. Res. 59: 265-310 (2017) - [c8]Gabriele Farina, Nicola Gatti:
Extensive-Form Perfect Equilibrium Computation in Two-Player Games. AAAI 2017: 502-508 - [c7]Gabriele Farina, John P. Dickerson, Tuomas Sandholm:
Inter-Club Kidney Exchange. AAAI Workshops 2017 - [c6]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Regret Minimization in Behaviorally-Constrained Zero-Sum Games. ICML 2017: 1107-1116 - [c5]Gabriele Farina, John P. Dickerson, Tuomas Sandholm:
Operation Frames and Clubs in Kidney Exchange. IJCAI 2017: 199-205 - [c4]Christian Kroer, Gabriele Farina, Tuomas Sandholm:
Smoothing Method for Approximate Extensive-Form Perfect Equilibrium. IJCAI 2017: 295-301 - [i9]Christian Kroer, Gabriele Farina, Tuomas Sandholm:
Smoothing Method for Approximate Extensive-Form Perfect Equilibrium. CoRR abs/1705.09326 (2017) - [i8]Gabriele Farina, John P. Dickerson, Tuomas Sandholm:
Operation Frames and Clubs in Kidney Exchange. CoRR abs/1705.09328 (2017) - [i7]Gabriele Farina, Christian Kroer, Tuomas Sandholm:
Regret Minimization in Behaviorally-Constrained Zero-Sum Games. CoRR abs/1711.03441 (2017) - [i6]Christian Kroer, Gabriele Farina, Tuomas Sandholm:
Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead. CoRR abs/1711.08080 (2017) - 2016
- [c3]Gabriele Farina, Nicola Gatti:
Ad Auctions and Cascade Model: GSP Inefficiency and Algorithms. AAAI 2016: 489-495 - [c2]Massimo Cairo, Gabriele Farina, Romeo Rizzi:
Decoding Hidden Markov Models Faster Than Viterbi Via Online Matrix-Vector (max, +)-Multiplication. AAAI 2016: 1484-1490 - [i5]