Multi-Agent Systems

Subteaming and Adaptive Formation Control for Coordinated Multi-Robot Navigation CoRL 2025 Symmetries-enhanced Multi-Agent Reinforcement Learning L4DC 2025 Synthesis of Communication Policies for Multi-Agent Systems Robust to Communication Restrictions IJCAI 2025 System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning JMLR 2025 The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond JMLR 2025 The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems EMNLP 2025 The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability ICML 2025 Toward Efficient Multi-Agent Exploration With Trajectory Entropy Maximization ICLR 2025 Toward Real-World Cooperative and Competitive Soccer with Quadrupedal Robot Teams CoRL 2025 Towards Efficient Collaboration via Graph Modeling in Reinforcement Learning AAAI 2025 Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration ACL 2025 Tractable Multi-Agent Reinforcement Learning through Behavioral Economics ICLR 2025 UACOF: A USV-AUV Collaboration Framework for Underwater Tasks Under Extreme Sea Conditions (Student Abstract) AAAI 2025 Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning AAAI 2025 Variational Offline Multi-agent Skill Discovery IJCAI 2025 Vision-Based Generic Potential Function for Policy Alignment in Multi-Agent Reinforcement Learning AAAI 2025 Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025 Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning ICML 2025 Zero-Inflated Bandits ICML 2025 $\rm E(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning ICML 2024 A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning ICLR 2024 Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning AAAI 2024 Achieving Fairness in Multi-Agent MDP Using Reinforcement Learning ICLR 2024 A Contextual Combinatorial Bandit Approach to Negotiation ICML 2024 AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making NeurIPS 2024