Artificial Intelligence › Core AI ›

Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

ASP Chef Chats with Large Language Models IJCAI 2025

Game Theory Meets Large Language Models: A Systematic Survey IJCAI 2025

GraphAgent: Agentic Graph Language Assistant EMNLP 2025

Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based LLM-as-Judge EMNLP 2025

SeMob: Semantic Synthesis for Dynamic Urban Mobility Prediction EMNLP 2025

Shaping Shared Languages: Human and Large Language Models' Inductive Biases in Emergent Communication IJCAI 2025

Leveraging Large Language Models for Active Merchant Non-player Characters IJCAI 2025

Debating for Better Reasoning in Vision-Language Models EMNLP 2025

Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework IJCAI 2025

CompLex: Music Theory Lexicon Constructed by Autonomous Agents for Automatic Music Generation IJCAI 2025

AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation EMNLP 2025

KELE: A Multi-Agent Framework for Structured Socratic Teaching with Large Language Models EMNLP 2025

POLO: An LLM-Powered Project-Level Code Performance Optimization Framework IJCAI 2025

Improving Efficiency of Answer Set Planning with Rough Solutions from Large Language Models for Robotic Task Planning IJCAI 2025

DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration EMNLP 2025

Navigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences IJCAI 2025

MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning IJCAI 2025

MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation EMNLP 2025

CausalMACE: Causality Empowered Multi-Agents in Minecraft Cooperative Tasks EMNLP 2025

MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures - A Comprehensive Framework EMNLP 2025

ToM-SSI: Evaluating Theory of Mind in Situated Social Interactions EMNLP 2025

MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization EMNLP 2025

CoLMDriver: LLM-based Negotiation Benefits Cooperative Autonomous Driving ICCV 2025

Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty EMNLP 2025

RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints ICCV 2025