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Game Theory

939 papers

Papers per year

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Papers

Gaming Helps! Learning from Strategic Interactions in Natural Dynamics AISTATS 2021
Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions AISTATS 2021
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning AISTATS 2021
A Limited-Capacity Minimax Theorem for Non-Convex Games or: How I Learned to Stop Worrying about Mixed-Nash and Love Neural Nets AISTATS 2021
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach EMNLP 2021
Mapping Language to Programs using Multiple Reward Components with Inverse Reinforcement Learning EMNLP 2021
Follow-the-Regularized-Leader Routes to Chaos in Routing Games ICML 2021
Multi-Receiver Online Bayesian Persuasion ICML 2021
Large-Scale Multi-Agent Deep FBSDEs ICML 2021
Online Optimization in Games via Control Theory: Connecting Regret, Passivity and Poincaré Recurrence ICML 2021
Revenue-Incentive Tradeoffs in Dynamic Reserve Pricing ICML 2021
Connecting Optimal Ex-Ante Collusion in Teams to Extensive-Form Correlation: Faster Algorithms and Positive Complexity Results ICML 2021
Reserve Price Optimization for First Price Auctions in Display Advertising ICML 2021
Strategic Classification in the Dark ICML 2021
Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games ICML 2021
Off-Belief Learning ICML 2021
Alternative Microfoundations for Strategic Classification ICML 2021
Strategic Classification Made Practical ICML 2021
Multi-Agent Training beyond Zero-Sum with Correlated Equilibrium Meta-Solvers ICML 2021
Mixed Nash Equilibria in the Adversarial Examples Game ICML 2021
Learning in Nonzero-Sum Stochastic Games with Potentials ICML 2021
Signatured Deep Fictitious Play for Mean Field Games with Common Noise ICML 2021
Incentivizing Compliance with Algorithmic Instruments ICML 2021
From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization ICML 2021
On Characterizing GAN Convergence Through Proximal Duality Gap ICML 2021