Multi-Agent Systems

Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication EMNLP 2024 Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators NeurIPS 2024 Bias Amplification in Language Model Evolution: An Iterated Learning Perspective NeurIPS 2024 Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ACL 2024 Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance NeurIPS 2024 BOtied: Multi-objective Bayesian optimization with tied multivariate ranks ICML 2024 Building Cooperative Embodied Agents Modularly with Large Language Models ICLR 2024 BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Ranges ICML 2024 By Fair Means or Foul: Quantifying Collusion in a Market Simulation with Deep Reinforcement Learning IJCAI 2024 Byzantine Robust Cooperative Multi-Agent Reinforcement Learning as a Bayesian Game ICLR 2024 Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences NeurIPS 2024 Can a Few Decide for Many? The Metric Distortion of Sortition ICML 2024 Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration EMNLP 2024 CAVEN: An Embodied Conversational Agent for Efficient Audio-Visual Navigation in Noisy Environments AAAI 2024 Certifiably Byzantine-Robust Federated Conformal Prediction ICML 2024 Chain of Agents: Large Language Models Collaborating on Long-Context Tasks NeurIPS 2024 Chain-of-Experts: When LLMs Meet Complex Operations Research Problems ICLR 2024 Characterising Interventions in Causal Games UAI 2024 ChatDev: Communicative Agents for Software Development ACL 2024 ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate ICLR 2024 Choice-75: A Dataset on Decision Branching in Script Learning COLING 2024 Coalition Formation for Task Allocation Using Multiple Distance Metrics (Student Abstract) AAAI 2024 CodeAgent: Autonomous Communicative Agents for Code Review EMNLP 2024 CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation EMNLP 2024 Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles CVPR 2024