Multi-Agent Systems

Social Behavior as a Key to Learning-Based Multi-Agent Pathfinding Dilemmas (Abstract Reprint) AAAI 2026 Soft Conflict-Resolution Decision Transformer for Offline Multi-Task Reinforcement Learning AAAI 2026 Sparse Action-Dependent Policy Iteration under Coordination Structures: Convergence and Optimality UAI 2026 Spatially Grouped Curriculum Learning for Multi-Agent Path Finding AAAI 2026 TeamHOI: Learning a Unified Policy for Cooperative Human-Object Interactions with Any Team Size CVPR 2026 Think, Speak, Decide: Language-Augmented Multi-Agent Reinforcement Learning for Economic Decision-Making AAAI 2026 TMAE:Learning Targeted Multi-Agent Exploration via Causal Inference AAAI 2026 VIL2C: Value-of-Information Aware Low-Latency Communication for Multi-Agent Reinforcement Learning AAAI 2026 Acting Beyond Learning: Imagination-Assisted Decision-Making in the Visual-based Multi-Agent Cooperative Scenarios AAAI 2025 Adaptive Sample Sharing for Multi Agent Linear Bandits ICML 2025 Ad Hoc Teamwork via Offline Goal-Based Decision Transformers ICML 2025 Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning ACL 2025 A Generalist Hanabi Agent ICLR 2025 Agent-based Modeling Meets the Capability Approach for Human Development: Simulating Homelessness Policy-making IJCAI 2025 Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning ICML 2025 AgentMixer: Multi-Agent Correlated Policy Factorization AAAI 2025 AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N ICML 2025 AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning AAAI 2025 An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring IJCNLP 2025 An Open-Ended Learning Framework for Opponent Modeling AAAI 2025 Anytime-Constrained Equilibria in Polynomial Time ICML 2025 Approximate Global Convergence of Independent Learning in Multi-Agent Systems AISTATS 2025 Approximate State Abstraction for Markov Games AAAI 2025 A Probabilistic Measure of Multi-Robot Connectivity and Ergodic Optimal Control RSS 2025 ARS: Adaptive Reward Scaling for Multi-Task Reinforcement Learning ICML 2025