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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

ShortageSim: Simulating Drug Shortages Under Information Asymmetry AAAI 2026
Evaluating Online Moderation via LLM-Powered Counterfactual Simulations AAAI 2026
Beyond Detection: Exploring Evidence-based Multi-Agent Debate for Misinformation Intervention and Persuasion AAAI 2026
Agentmandering: A Game-Theoretic Framework for Fair Redistricting via Large Language Model Agents AAAI 2026
Role Perceptual Augmented Temporal Graph Network for Related-party Transaction Detection AAAI 2026
Toward Simulating Networked Societies with Formal Institutions Using AI Agents AAAI 2026
Incremental Data-Driven Policy Synthesis via Game Abstractions AAAI 2026
VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use AAAI 2026
MOTIF: Multi-strategy Optimization via Turn-based Interactive Framework AAAI 2026
MetaCipher: A Time-Persistent and Universal Multi-Agent Framework for Cipher-Based Jailbreak Attacks for LLMs AAAI 2026
A Multi-Agent Conversational Bandit Approach to Online Evaluation and Selection of User-Aligned LLM Responses AAAI 2026
Expert-Inspired Multi-Agent Coordination for Multi-Objective Molecular Optimization AAAI 2026
SlideTailor: Personalized Presentation Slide Generation for Scientific Papers AAAI 2026
Learning to Generate and Extract: A Multi-Agent Collaboration Framework for Zero-Shot Document-Level Event Arguments Extraction AAAI 2026
AgentCDM: Enhancing Multi-Agent Collaborative Decision-Making via ACH-Inspired Structured Reasoning AAAI 2026
Rethinking the Reliability of Multi-agent System: A Perspective from Byzantine Fault Tolerance AAAI 2026
ResMAS: Resilience Optimization in LLM-based Multi-agent Systems AAAI 2026
DeepWriter: A Multi-Agent Collaboration Framework for Information-rich Ultra-long Book Writing AAAI 2026
Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning AAAI 2026
Large Participation Experiential Learning Activity for Multiagent Systems AAAI 2026
Vision-Language Reasoning for Geolocalization: A Reinforcement Learning Approach AAAI 2026
Conversational Learning Diagnosis via Reasoning Multi-Turn Interactive Learning AAAI 2026
Whispering Agents: A Event-Driven Covert Communication Protocol for the Internet of Agents AAAI 2026
WikiMAG: A Multi-Agent Guided Framework for Generating Structured Wikipedia-like Articles AAAI 2026
From Single to Societal: Analyzing Persona-Induced Bias in Multi-Agent Interactions AAAI 2026