← Core AI
Artificial Intelligence › Core AI ›

Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Can an Individual Manipulate the Collective Decisions of Multi-Agents? EMNLP 2025
MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation EMNLP 2025
Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment EMNLP 2025
Concurrent Planning and Execution in Lifelong Multi-Agent Path Finding with Delay Probabilities AAAI 2025
Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025
A Collaborative Reasoning Framework Powered by Reinforcement Learning and Large Language Models for Complex Questions Answering over Knowledge Graph COLING 2025
MALLM: Multi-Agent Large Language Models Framework EMNLP 2025
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks EMNLP 2025
A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025
UIOrchestra: Generating High-Fidelity Code from UI Designs with a Multi-agent System EMNLP 2025
David vs. Goliath: Cost-Efficient Financial QA via Cascaded Multi-Agent Reasoning EMNLP 2025
EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation EMNLP 2025
INSTINCT: Instance-Level Interaction Architecture for Query-Based Collaborative Perception ICCV 2025
HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation EMNLP 2025
MultiAgentESC: A LLM-based Multi-Agent Collaboration Framework for Emotional Support Conversation EMNLP 2025
Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation EMNLP 2025
UINavBench: A Framework for Comprehensive Evaluation of Interactive Digital Agents ICCV 2025
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant EMNLP 2025
The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents EMNLP 2025
Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units EMNLP 2025
SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches IJCAI 2025
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval-Augmented Generation Across Learning Styles EMNLP 2025
CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective ICCV 2025
MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models EMNLP 2025
MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization EMNLP 2025