Multi-Agent Systems

Optimising Spatial Teamwork Under Uncertainty AAAI 2025 OvercookedV2: Rethinking Overcooked for Zero-Shot Coordination ICLR 2025 PAC Learning with Improvements ICML 2025 PASD: A Pixel-Adaptive Swarm Dynamics Approach for Unsupervised Low-Light Image Enhancement ICCV 2025 POGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding ICLR 2025 Prediction-Aware Learning in Multi-Agent Systems ICML 2025 Quantifying the Self-Interest Level of Markov Social Dilemmas IJCAI 2025 R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory ACL 2025 R3DM: Enabling Role Discovery and Diversity Through Dynamics Models in Multi-agent Reinforcement Learning ICML 2025 ReCoDe: Reinforcement Learning-based Dynamic Constraint Design for Multi-Agent Coordination CoRL 2025 Reconstruction-Guided Policy: Enhancing Decision-Making through Agent-Wise State Consistency ICLR 2025 Reidentify: Context-Aware Identity Generation for Contextual Multi-Agent Reinforcement Learning ICML 2025 Reinforce LLM Reasoning through Multi-Agent Reflection ICML 2025 Resolving Conflicting Constraints in Multi-Agent Reinforcement Learning with Layered Safety RSS 2025 Revisiting Fairness in Multitask Learning: A Performance-Driven Approach for Variance Reduction CVPR 2025 Risk-Sensitive Theory of Mind: Coordinating with Agents of Unknown Bias using Cumulative Prospect Theory ICML 2025 Robust Multi-Agent Reinforcement Learning with Stochastic Adversary ICML 2025 RoLocMe: A Robust Multi-agent Source Localization System with Learning-based Map Estimation IJCAI 2025 Sable: a Performant, Efficient and Scalable Sequence Model for MARL ICML 2025 Safe Cooperative Multi-Agent Reinforcement Learning with Function Approximation L4DC 2025 Scalable spectral representations for multiagent reinforcement learning in network MDPs AISTATS 2025 Sequential Order Adjustment of Action Decisions for Multi-Agent Transformer (Student Abstract) AAAI 2025 Solving Multi-Agent Safe Optimal Control with Distributed Epigraph Form MARL RSS 2025 Solving Zero-Sum Convex Markov Games ICML 2025 SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning AAAI 2025