Artificial Intelligence › Core AI ›

Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis? EACL 2026

Cross-Lingual Emotion Recognition in Balinese Text using Multilingual-LLMs under Peer-Collaborations Settings EACL 2026

UNSC-Bench: Evaluating LLM Diplomatic Role-Playing Through UN Security Council Vote Prediction EACL 2026

Communication Enables Cooperation in LLM Agents: A Comparison with Curriculum-Based Approaches EACL 2026

ETOM: A Five-Level Benchmark for Evaluating Tool Orchestration within the MCP Ecosystem EACL 2026

Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation EACL 2026

The Subtle Art of Defection: Understanding Uncooperative Behaviors in LLM based Multi-Agent Systems EACL 2026

VividListener: Expressive and Controllable Listener Dynamics Modeling for Multi-Modal Responsive Interaction AAAI 2026

TCoT: Trajectory Chain-of-Thoughts for Robotic Manipulation with Failure Recovery in Vision-Language-Action Model AAAI 2026

Guideline-Consistent Segmentation via Multi-Agent Refinement AAAI 2026

Griffin: Aerial-Ground Cooperative Detection and Tracking Dataset and Benchmark AAAI 2026

SDE-HARL: Scalable Distributed Policy Execution for Heterogeneous-Agent Reinforcement Learning AAAI 2026

Robust Decentralized Multi-armed Bandits: From Corruption-Resilience to Byzantine-Resilience AAAI 2026

Task Prototype-Based Knowledge Retrieval for Multi-Task Learning from Partially Annotated Data AAAI 2026

Learn from Global Correlations: Enhancing Evolutionary Algorithm via Spectral GNN AAAI 2026

Mechanism Design for Connecting Regions Under Disruptions AAAI 2025

Fair Division via the Cake-Cutting Share AAAI 2025

Online Learning of Coalition Structures by Selfish Agents AAAI 2025

LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025

SandboxSocial: A Sandbox for Social Media Using Multimodal AI Agents IJCAI 2025

Characterising Simulation-Based Program Equilibria AAAI 2025

iAgent: LLM Agent as a Shield between User and Recommender Systems ACL 2025

Search Swarm: Multiagent Large Language Models Framework for E-commerce Product Search IJCAI 2025

Combining Code Generating Large Language Models and Self-Play to Iteratively Refine Strategies in Games IJCAI 2025

Last-iterate Convergence in Regularized Graphon Mean Field Game AAAI 2025