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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Adaptive Theory of Mind for LLM-based Multi-Agent Coordination AAAI 2026

Multi-Agent Corridor Reasoning for Multi-Agent Path Finding AAAI 2026

Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark AAAI 2026

Concept-RuleNet: Grounded Multi-Agent Neurosymbolic Reasoning in Vision Language Models AAAI 2026

DanceHA: A Multi-Agent Framework for Document-Level Aspect-Based Sentiment Analysis AAAI 2026

Think How Your Teammates Think: Active Inference Can Benefit Decentralized Execution AAAI 2026

An LLM-based Simulation Framework for Embodied Conversational Agents in Psychological Counseling AAAI 2026

HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems AAAI 2026

RECoRD: A Multi-Agent LLM Framework for Reverse Engineering Codebase to Relational Diagram AAAI 2026

LungNoduleAgent: A Collaborative Multi-Agent System for Precision Diagnosis of Lung Nodules AAAI 2026

Augmented Runtime Collaboration for Self-Organizing Multi-Agent Systems: A Hybrid Bi-Criteria Routing Approach AAAI 2026

EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation AAAI 2026

MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation AAAI 2026

WRitEer: A Multi-Objective, Preference-Driven Multi-Agent Framework for Human-Like Advanced Text Generation AAAI 2026

Enhancing PIBT via Multi-Action Operations AAAI 2026

Analyze–Compose–Execute: A Dynamic Dialogue Framework for Multi-Agent Debate AAAI 2026

Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction AAAI 2026

StoryBox: Collaborative Multi-Agent Simulation for Hybrid Bottom-Up Long-Form Story Generation Using Large Language Models AAAI 2026

A Visualized Framework for Event Cooperation with Generative Agents AAAI 2026

Schema-Guided Scene-Graph Reasoning Based on Multi-Agent Large Language Model System AAAI 2026

Scalable Solution Methods for Dec-POMDPs with Deterministic Dynamics AAAI 2026

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

Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning via Predictive Observation Imputation (Abstract Reprint) AAAI 2026

FantasyHSI: Video-Generation-Centric 4D Human Synthesis in Any Scene Through a Graph-Based Multi-Agent Framework AAAI 2026

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