nash equilibrium

Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits ICML 2022 Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium NeurIPS 2022 Let’s Agree to Agree: Targeting Consensus for Incomplete Preferences through Majority Dynamics IJCAI 2022 Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model NeurIPS 2022 Mutation-driven follow the regularized leader for last-iterate convergence in zero-sum games UAI 2022 No-Regret Learning in Time-Varying Zero-Sum Games ICML 2022 No Weighted-Regret Learning in Adversarial Bandits with Delays JMLR 2022 On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning ICML 2022 On Last-Iterate Convergence Beyond Zero-Sum Games ICML 2022 On the Convergence of Fictitious Play: A Decomposition Approach IJCAI 2022 On the convergence of policy gradient methods to Nash equilibria in general stochastic games NeurIPS 2022 On the Convergence of Stochastic Extragradient for Bilinear Games using Restarted Iteration Averaging AISTATS 2022 On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games NeurIPS 2022 Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games NeurIPS 2022 Parameterized Complexity of Hotelling-Downs with Party Nominees IJCAI 2022 Picking the Right Winner: Why Tie-Breaking in Crowdsourcing Contests Matters IJCAI 2022 Policy Learning for Robust Markov Decision Process with a Mismatched Generative Model AAAI 2022 Policy Optimization for Markov Games: Unified Framework and Faster Convergence NeurIPS 2022 Provably convergent quasistatic dynamics for mean-field two-player zero-sum games ICLR 2022 Regularized Gradient Descent Ascent for Two-Player Zero-Sum Markov Games NeurIPS 2022 Safe Opponent-Exploitation Subgame Refinement NeurIPS 2022 Safe Subgame Resolving for Extensive Form Correlated Equilibrium AAAI 2022 Sample-Efficient Reinforcement Learning of Partially Observable Markov Games NeurIPS 2022 Sample Efficient Stochastic Policy Extragradient Algorithm for Zero-Sum Markov Game ICLR 2022 Single-Agent Dynamics in Additively Separable Hedonic Games AAAI 2022