Multi-Agent Systems

Multi-Agent Incentive Communication via Decentralized Teammate Modeling AAAI 2022 Multi-Agent MDP Homomorphic Networks ICLR 2022 Multi-Agent Multi-Armed Bandits with Limited Communication JMLR 2022 Multiagent Q-learning with Sub-Team Coordination NeurIPS 2022 Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter AAAI 2022 Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method IJCAI 2022 Multi-Agent Reinforcement Learning is a Sequence Modeling Problem NeurIPS 2022 Multi-Agent Reinforcement Learning with General Utilities via Decentralized Shadow Reward Actor-Critic AAAI 2022 Multi-armed Bandit Algorithm against Strategic Replication AISTATS 2022 Multi-Robot Active Mapping via Neural Bipartite Graph Matching CVPR 2022 Near-Optimal Multi-Agent Learning for Safe Coverage Control NeurIPS 2022 Non-Linear Coordination Graphs NeurIPS 2022 OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control AAAI 2022 Offline Multi-Agent Reinforcement Learning with Knowledge Distillation NeurIPS 2022 On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning ICML 2022 On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC) JMLR 2022 On the convergence of policy gradient methods to Nash equilibria in general stochastic games NeurIPS 2022 On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games NeurIPS 2022 PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning NeurIPS 2022 PaCo: Parameter-Compositional Multi-task Reinforcement Learning NeurIPS 2022 PantheonRL: A MARL Library for Dynamic Training Interactions AAAI 2022 Pessimistic Minimax Value Iteration: Provably Efficient Equilibrium Learning from Offline Datasets ICML 2022 Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification ICML 2022 PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration ICML 2022 Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL ICML 2022