multi-agent system

Learning Two-agent Motion Planning Strategies from Generalized Nash Equilibrium for Model Predictive Control L4DC 2025 Learning with Linear Function Approximations in Mean-Field Control JMLR 2025 LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025 LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring EMNLP 2025 LLM Agents for Coordinating Multi-User Information Gathering ACL 2025 LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators EMNLP 2025 LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025 LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience EMNLP 2025 LLM-Based Explicit Models of Opponents for Multi-Agent Games NAACL 2025 LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025 LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025 LLMs Can Simulate Standardized Patients via Agent Coevolution ACL 2025 LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts EMNLP 2025 LLMSR@XLLM25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation ACL 2025 LLMs syntactically adapt their language use to their conversational partner ACL 2025 Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System ACL 2025 Long-term Traffic Simulation with Interleaved Autoregressive Motion and Scenario Generation ICCV 2025 LRPLAN: A Multi-Agent Collaboration of Large Language and Reasoning Models for Planning with Implicit & Explicit Constraints EMNLP 2025 Lunar Twins: We Choose to Go to the Moon with Large Language Models ACL 2025 LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents ICCV 2025 MAC-Ego3D: Multi-Agent Gaussian Consensus for Real-Time Collaborative Ego-Motion and Photorealistic 3D Reconstruction CVPR 2025 MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL COLING 2025 MADD: Multi-Agent Drug Discovery Orchestra EMNLP 2025 MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation EMNLP 2025 MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL AAAI 2025