Artificial Intelligence › Core AI ›

Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

VISTA: A Vision and Intent-Aware Social Attention Framework for Multi-Agent Trajectory Prediction WACV 2026

VILLAIN at AVerImaTeC: Verifying Image–Text Claims via Multi-Agent Collaboration EACL 2026

PANDA: Empowering Small Language Models for Proactive Dialogue Through Agent-Based Synthesis (Student Abstract) AAAI 2026

When AI Meets AI: A Game-Theoretic Defense Framework Against AI Empowered Cyber Threats AAAI 2026

OMEGA: An Ontology-Driven Tool for Explaining Multi-Agent Path Finding AAAI 2026

The AI Committee: A Multi-Agent Framework for Automated Validation and Remediation of Web-Sourced Data EACL 2026

ConVerse: Benchmarking Contextual Safety in Agent-to-Agent Conversations EACL 2026

SAGE: A Compositional Multi-Agent LLM Framework with Pedagogical Reasoning for Structured Collaborative Problem Solving AAAI 2026

Scaling Up Cooperative Multi-Agent Reinforcement Learning Through Hierarchical Heterogeneous Modular Architectures AAAI 2026

Designing Incentives for Networked Multi-agent Systems AAAI 2026

AEFGL: Reverse Auction and Value Evaluation-Based Federated Graph Learning Incentive Mechanism (Student Abstract) AAAI 2026

BDI-based Opponent Modeling and Strategy Generation for Multi-Issue Negotiation (Student Abstract) AAAI 2026

Social Influence-Based Mutual Acknowledgement Token Exchange (Student Abstract) AAAI 2026

SciDataMAS: LLM-Driven MAS for Scientific Data Management (Student Abstract) AAAI 2026

RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents (Student Abstract) AAAI 2026

CtoD-MAT: Bridging Centralized and Decentralized Execution in Multi-Agent Reinforcement Learning (Student Abstract) AAAI 2026

Scaling Equitable Reflection Assessment in Education via Large Language Models and Role-Based Feedback Agents AAAI 2026

Game Theory Based Community-Aware Opinion Dynamics AAAI 2026

Multi-Agent Path Finding with Unassigned Agents (MAPFUA) AAAI 2026

The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents (Abstract Reprint) AAAI 2026

MAFA: A Multi-Agent Framework for Enterprise-Scale Annotation with Configurable Task Adaptation AAAI 2026

Diversity Meets Relevancy: Multi-Agent Knowledge Probing for Industry 4.0 Applications AAAI 2026

AquaSentinel: Next-Generation AI System Integrating Sensor Networks for Urban Underground Water Pipeline Anomaly Detection via Collaborative MoE-LLM Agent Architecture AAAI 2026

Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems AAAI 2026

Safe Multi-agent Reinforcement Learning with Natural Language Constraints AAAI 2026