Multi-Agent Systems

Implicitly Aligning Humans and Autonomous Agents through Shared Task Abstractions IJCAI 2025 Improved Online Confidence Bounds for Multinomial Logistic Bandits ICML 2025 Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games ICML 2025 Independent Learning in Performative Markov Potential Games AISTATS 2025 Indirect Online Preference Optimization via Reinforcement Learning IJCAI 2025 Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces ICML 2025 IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning ICLR 2025 Investigating Relational State Abstraction in Collaborative MARL AAAI 2025 JaxRobotarium: Training and Deploying Multi-Robot Policies in 10 Minutes CoRL 2025 L2M2: A Hierarchical Framework Integrating Large Language Model and Multi-agent Reinforcement Learning IJCAI 2025 Latent Theory of Mind: A Decentralized Diffusion Architecture for Cooperative Manipulation CoRL 2025 Learn How to Query from Unlabeled Data Streams in Federated Learning AAAI 2025 Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation ICLR 2025 Learning Global Nash Equilibrium in Team Competitive Games with Generalized Fictitious Cross-Play JMLR 2025 Learning Joint Behaviors with Large Variations AAAI 2025 Learning Mean Field Control on Sparse Graphs ICML 2025 Learning Nash Equilibrium of Markov Potential Games with a Shared Constraint via Primal-Dual Optimization AAAI 2025 Learning Progress Driven Multi-Agent Curriculum ICML 2025 Learning to Collaborate with Unknown Agents in the Absence of Reward AAAI 2025 Learning to Communicate Through Implicit Communication Channels ICLR 2025 Learning to Stop: Deep Learning for Mean Field Optimal Stopping ICML 2025 LNS2+RL: Combining Multi-agent Reinforcement Learning with Large Neighborhood Search in Multi-agent Path Finding AAAI 2025 M$^3$HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality ICML 2025 MA$^2$E: Addressing Partial Observability in Multi-Agent Reinforcement Learning with Masked Auto-Encoder ICLR 2025 MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation EMNLP 2025