← Methods
Reinforcement Learning › Methods ›

Multi-Agent Systems

948 directly classified papers

Papers per year

Papers

Off-Policy Action Anticipation in Multi-Agent Reinforcement Learning JMLR 2024
Learning to Cooperate with Humans using Generative Agents NIPS 2024
TEAMSTER: Model-Based Reinforcement Learning for Ad Hoc Teamwork (Abstract Reprint) AAAI 2024
Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos AAAI 2024
Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL) JMLR 2024
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning NIPS 2024
LASIL: Learner-Aware Supervised Imitation Learning For Long-term Microscopic Traffic Simulation CVPR 2024
Multi-Agent Domain Calibration with a Handful of Offline Data NIPS 2024
Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning AAAI 2024
Solving Zero-Sum Markov Games with Continuous State via Spectral Dynamic Embedding NIPS 2024
Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning NIPS 2024
Sustainability of Data Center Digital Twins with Reinforcement Learning AAAI 2024
Robust Communicative Multi-Agent Reinforcement Learning with Active Defense AAAI 2024
Differentially Private Reinforcement Learning with Self-Play NIPS 2024
Finite-Time Convergence Rates of Decentralized Local Markovian Stochastic Approximation IJCAI 2024
Factored Online Planning in Many-Agent POMDPs AAAI 2024
Principal-Agent Reward Shaping in MDPs AAAI 2024
Expressive Multi-Agent Communication via Identity-Aware Learning AAAI 2024
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning AAAI 2024
Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning AAAI 2024
Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations AAAI 2024
Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication NIPS 2024
Learning Diverse Risk Preferences in Population-Based Self-Play AAAI 2024
Collaborative Planar Pushing of Polytopic Objects with Multiple Robots in Complex Scenes RSS 2024
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf NIPS 2024