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Game Theory

944 papers

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Papers

On the Convergence of Stochastic Extragradient for Bilinear Games using Restarted Iteration Averaging AISTATS 2022
Forward Looking Best-Response Multiplicative Weights Update Methods for Bilinear Zero-sum Games AISTATS 2022
Greedy when Sure and Conservative when Uncertain about the Opponents ICML 2022
A Regret Minimization Approach to Multi-Agent Control ICML 2022
No-Regret Learning in Partially-Informed Auctions ICML 2022
Adversarial Attacks on Gaussian Process Bandits ICML 2022
A Convergent and Dimension-Independent Min-Max Optimization Algorithm ICML 2022
Simultaneously Learning Stochastic and Adversarial Bandits with General Graph Feedback ICML 2022
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games ICML 2022
Generalized Strategic Classification and the Case of Aligned Incentives ICML 2022
Equivalence Analysis between Counterfactual Regret Minimization and Online Mirror Descent ICML 2022
Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy ICML 2022
Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits ICML 2022
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games ICML 2022
Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning ICML 2022
Multi-Task Learning as a Bargaining Game ICML 2022
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms ICML 2022
Consensus Multiplicative Weights Update: Learning to Learn using Projector-based Game Signatures ICML 2022
Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation ICML 2022
Risk-Averse No-Regret Learning in Online Convex Games ICML 2022
When Are Linear Stochastic Bandits Attackable? ICML 2022
A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games ICML 2022
Pessimistic Minimax Value Iteration: Provably Efficient Equilibrium Learning from Offline Datasets ICML 2022
Anytime Capacity Expansion in Medical Residency Match by Monte Carlo Tree Search IJCAI 2022
Public Signaling in Bayesian Ad Auctions IJCAI 2022