Multi-Agent Systems

RCooper: A Real-world Large-scale Dataset for Roadside Cooperative Perception CVPR 2024 Reachability of Fair Allocations via Sequential Exchanges AAAI 2024 Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving NeurIPS 2024 Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents NeurIPS 2024 ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs ACL 2024 ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems EMNLP 2024 Reflections & Resonance: Two-Agent Partnership for Advancing LLM-based Story Annotation COLING 2024 Reflective Multi-Agent Collaboration based on Large Language Models NeurIPS 2024 Reflect-RL: Two-Player Online RL Fine-Tuning for LMs ACL 2024 Responsibility in Extensive Form Games AAAI 2024 ReTA: Recursively Thinking Ahead to Improve the Strategic Reasoning of Large Language Models NAACL 2024 Rethinking Adversarial Policies: A Generalized Attack Formulation and Provable Defense in RL ICLR 2024 Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ACL 2024 Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy NeurIPS 2024 Robot Fleet Learning via Policy Merging ICLR 2024 Robust Angular Synchronization via Directed Graph Neural Networks ICLR 2024 Robust Communicative Multi-Agent Reinforcement Learning with Active Defense AAAI 2024 Roping in Uncertainty: Robustness and Regularization in Markov Games ICML 2024 RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding WACV 2024 RTracker: Recoverable Tracking via PN Tree Structured Memory CVPR 2024 Safe Exploitative Play with Untrusted Type Beliefs NeurIPS 2024 Safety Constrained Multi-Agent Reinforcement Learning for Active Voltage Control IJCAI 2024 Scalable Mechanism Design for Multi-Agent Path Finding IJCAI 2024 Scaling Safe Multi-Agent Control for Signal Temporal Logic Specifications CoRL 2024 SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout NeurIPS 2024