multi-agent reinforcement learning

Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning AAAI 2024 Improving Multi-agent Reinforcement Learning with Stable Prefix Policy IJCAI 2024 Independent Learning in Constrained Markov Potential Games AISTATS 2024 Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning AAAI 2024 JaxMARL: Multi-Agent RL Environments and Algorithms in JAX NeurIPS 2024 Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning NeurIPS 2024 Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication NeurIPS 2024 Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior ICLR 2024 Learning Distinguishable Trajectory Representation with Contrastive Loss NeurIPS 2024 Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck AAAI 2024 Learning Equilibria in Adversarial Team Markov Games: A Nonconvex-Hidden-Concave Min-Max Optimization Problem NeurIPS 2024 Learning Fair Cooperation in Mixed-Motive Games with Indirect Reciprocity IJCAI 2024 Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach ICLR 2024 Learning Multi-Agent Communication with Contrastive Learning ICLR 2024 Learning Nash Equilibria in Rank-1 Games ICLR 2024 Learning to Cooperate with Humans using Generative Agents NeurIPS 2024 Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning AAAI 2024 LOQA: Learning with Opponent Q-Learning Awareness ICLR 2024 M2RL: A Multi-player Multi-agent Reinforcement Learning Framework for Complex Games IJCAI 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 Measuring Mutual Policy Divergence for Multi-Agent Sequential Exploration NeurIPS 2024 Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence NeurIPS 2024 Mimicking To Dominate: Imitation Learning Strategies for Success in Multiagent Games NeurIPS 2024