Multi-Agent Systems

On the Rate of Convergence of Regularized Learning in Games: From Bandits and Uncertainty to Optimism and Beyond NeurIPS 2021 PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair NeurIPS 2021 Power in Liquid Democracy AAAI 2021 Present-Biased Optimization AAAI 2021 Projection-free Decentralized Online Learning for Submodular Maximization over Time-Varying Networks JMLR 2021 Provably Sample Efficient Reinforcement Learning in Competitive Linear Quadratic Systems L4DC 2021 PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning ICML 2021 Quantile Bandits for Best Arms Identification ICML 2021 Reaching Individually Stable Coalition Structures in Hedonic Games AAAI 2021 Relaxed Core Stability in Fractional Hedonic Games IJCAI 2021 RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents NeurIPS 2021 Safe Search for Stackelberg Equilibria in Extensive-Form Games AAAI 2021 Sample-Efficient Learning of Stackelberg Equilibria in General-Sum Games NeurIPS 2021 Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot ICML 2021 Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing ICML 2021 Simultaneous 2nd Price Item Auctions with No-Underbidding AAAI 2021 Stabilizing Q Learning Via Soft Mellowmax Operator AAAI 2021 Strategic Behavior is Bliss: Iterative Voting Improves Social Welfare NeurIPS 2021 Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning NeurIPS 2021 The benefits of sharing: a cloud-aided performance-driven framework to learn optimal feedback policies L4DC 2021 The Emergence of Individuality ICML 2021 The Influence of Memory in Multi-Agent Consensus AAAI 2021 Thou Shalt Love Thy Neighbor as Thyself When Thou Playest: Altruism in Game Theory AAAI 2021 Time-Independent Planning for Multiple Moving Agents AAAI 2021 Trajectory Diversity for Zero-Shot Coordination ICML 2021