Multi-Agent Systems

Learning to Cooperate with Humans using Generative Agents NeurIPS 2024 Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf NeurIPS 2024 Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning AAAI 2024 Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning AAAI 2024 Local and Adaptive Mirror Descents in Extensive-Form Games NeurIPS 2024 Locally Interdependent Multi-Agent MDP: Theoretical Framework for Decentralized Agents with Dynamic Dependencies ICML 2024 LOQA: Learning with Opponent Q-Learning Awareness ICLR 2024 M2RL: A Multi-player Multi-agent Reinforcement Learning Framework for Complex Games IJCAI 2024 MADiff: Offline Multi-agent Learning with Diffusion Models NeurIPS 2024 Major-Minor Mean Field Multi-Agent Reinforcement Learning ICML 2024 MARCO: Multi-Agent Real-time Chat Orchestration EMNLP 2024 Maximum Entropy Heterogeneous-Agent Reinforcement Learning ICLR 2024 MBC: Multi-Brain Collaborative Control for Quadruped Robots CoRL 2024 Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL) JMLR 2024 Mean-Field Games With Finitely Many Players: Independent Learning and Subjectivity JMLR 2024 Measuring Mutual Policy Divergence for Multi-Agent Sequential Exploration NeurIPS 2024 Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence NeurIPS 2024 Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables AAAI 2024 Meta-Reinforcement Learning via Exploratory Task Clustering AAAI 2024 Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator NeurIPS 2024 Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments ICML 2024 M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions ACL 2024 Multi-agent assignment via state augmented reinforcement learning L4DC 2024 Multi-Agent Domain Calibration with a Handful of Offline Data NeurIPS 2024 Multiagent Gumbel MuZero: Efficient Planning in Combinatorial Action Spaces AAAI 2024