Multi-Agent Systems

Learning Multi-Robot Coordination with Invariant Consensus Stabilization L4DC 2026 NeuralFSM: Adaptive Multi-Agent Coordination via Learning Finite-State Execution Policy ACL 2026 Acting Beyond Learning: Imagination-Assisted Decision-Making in the Visual-based Multi-Agent Cooperative Scenarios AAAI 2025 An Open-Ended Learning Framework for Opponent Modeling AAAI 2025 A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions ACL 2025 Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems ACL 2025 Creativity in LLM-based Multi-Agent Systems: A Survey EMNLP 2025 CriticalBrew at CQs-Gen 2025: Collaborative Multi-Agent Generation and Evaluation of Critical Questions for Arguments ACL 2025 DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation ACL 2025 EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025 Gradient-Guided Credit Assignment and Joint Optimization for Dependency-Aware Spatial Crowdsourcing AAAI 2025 GraphRouter: A Graph-based Router for LLM Selections ICLR 2025 Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation ICLR 2025 LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025 LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models NAACL 2025 LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025 MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation EMNLP 2025 Many-Objective Multi-Solution Transport ICLR 2025 MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at Scale AAAI 2025 M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025 MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents ACL 2025 Multi-Agent LLM Debate Unveils the Premise Left Unsaid ACL 2025 NetSafe: Exploring the Topological Safety of Multi-agent System ACL 2025 Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis EMNLP 2025 Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning ACL 2025