Multi-Agent Systems

Limits of Theory of Mind Modelling in Dialogue-Based Collaborative Plan Acquisition ACL 2024 LLM Agents in Interaction: Measuring Personality Consistency and Linguistic Alignment in Interacting Populations of Large Language Models EACL 2024 LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments ACL 2024 LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay EMNLP 2024 LLMs to the Rescue: Explaining DSA Statements of Reason with Platform’s Terms of Services EMNLP 2024 LM2: A Simple Society of Language Models Solves Complex Reasoning EMNLP 2024 Local and Adaptive Mirror Descents in Extensive-Form Games NeurIPS 2024 LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation NeurIPS 2024 LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration EMNLP 2024 Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments NeurIPS 2024 Look-ahead Search on Top of Policy Networks in Imperfect Information Games IJCAI 2024 LOQA: Learning with Opponent Q-Learning Awareness ICLR 2024 mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture EMNLP 2024 MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NeurIPS 2024 MADiff: Offline Multi-agent Learning with Diffusion Models NeurIPS 2024 MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models ICML 2024 MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration EMNLP 2024 MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution NeurIPS 2024 MapCoder: Multi-Agent Code Generation for Competitive Problem Solving ACL 2024 MARCO: Multi-Agent Real-time Chat Orchestration EMNLP 2024 MART: Improving LLM Safety with Multi-round Automatic Red-Teaming NAACL 2024 Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games ICML 2024 MATSA: Multi-Agent Table Structure Attribution EMNLP 2024 Maximizing utility in multi-agent environments by anticipating the behavior of other learners NeurIPS 2024 MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making NeurIPS 2024