Multi-Agent Systems

SlackAgents: Scalable Collaboration of AI Agents in Workspaces EMNLP 2025 SocialForge: simulating the social internet to provide realistic training against influence operations ACL 2025 Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning NeurIPS 2024 ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator EMNLP 2024 Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication EMNLP 2024 Density-Adaptive Model Based on Motif Matrix for Multi-Agent Trajectory Prediction CVPR 2024 How Personality Traits Influence Negotiation Outcomes? A Simulation based on Large Language Models EMNLP 2024 MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate EMNLP 2024 Neural Amortized Inference for Nested Multi-Agent Reasoning AAAI 2024 Order-Preserving GFlowNets ICLR 2024 Polarization of Autonomous Generative AI Agents Under Echo Chambers ACL 2024 Simulating Expert Discussions with Multi-agent for Enhanced Scientific Problem Solving ACL 2024 Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation ACL 2024 Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness AAAI 2023 Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning NeurIPS 2023 Collaboration Helps Camera Overtake LiDAR in 3D Detection CVPR 2023 FJMP: Factorized Joint Multi-Agent Motion Prediction Over Learned Directed Acyclic Interaction Graphs CVPR 2023 Polynomial-Time Linear-Swap Regret Minimization in Imperfect-Information Sequential Games NeurIPS 2023 SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning NeurIPS 2023 So many design choices: Improving and interpreting neural agent communication in signaling games ACL 2023 Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning ICLR 2023 Blocking Influence at Collective Level with Hard Constraints (Student Abstract) AAAI 2022 DeepFoids: Adaptive Bio-Inspired Fish Simulation with Deep Reinforcement Learning NeurIPS 2022 Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems NeurIPS 2022 Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning NeurIPS 2022