Multi-Agent Systems

Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NeurIPS 2024 UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models EMNLP 2024 Unravelling Expressive Delegations: Complexity and Normative Analysis AAAI 2024 Unravelling in Collaborative Learning NeurIPS 2024 Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation ACL 2024 Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media EMNLP 2024 VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft ACL 2024 Vision-and-Language Navigation via Causal Learning CVPR 2024 Voting by Axioms (Extended Abstract) IJCAI 2024 WebOlympus: An Open Platform for Web Agents on Live Websites EMNLP 2024 What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception AAAI 2024 WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games NeurIPS 2024 Who Plays First? Optimizing the Order of Play in Stackelberg Games with Many Robots RSS 2024 ‘Why Didn’t You Allocate This Task to Them?’ Negotiation-Aware Task Allocation and Contrastive Explanation Generation AAAI 2024 Would You Like Your Data to Be Trained? A User Controllable Recommendation Framework AAAI 2024 Your Co-Workers Matter: Evaluating Collaborative Capabilities of Language Models in Blocks World ACL 2024 Zero-Sum Games between Mean-Field Teams: Reachability-Based Analysis under Mean-Field Sharing AAAI 2024 Zero-Sum Positional Differential Games as a Framework for Robust Reinforcement Learning: Deep Q-Learning Approach ICML 2024 ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination NeurIPS 2024 3DMOTFormer: Graph Transformer for Online 3D Multi-Object Tracking ICCV 2023 ACE: Cooperative Multi-Agent Q-learning with Bidirectional Action-Dependency AAAI 2023 Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits ICLR 2023 A Computational Model of Ostrom's Institutional Analysis and Development Framework (Extended Abstract) IJCAI 2023 Active Collaborative Localization in Heterogeneous Robot Teams RSS 2023 ADAPT: Efficient Multi-Agent Trajectory Prediction with Adaptation ICCV 2023