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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

A Unified Model of Direct and Indirect Reciprocity in Multichannel Games AAAI 2025
Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning AAAI 2025
Solving Multiagent Path Finding on Highly Centralized Networks AAAI 2025
The Bandit Whisperer: Communication Learning for Restless Bandits AAAI 2025
Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration AAAI 2025
BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking AAAI 2025
Beyond Inherent Cognition Biases in LLM-Based Event Forecasting: A Multi-Cognition Agentic Framework EMNLP 2025
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025
Online Prompt Selection for Program Synthesis AAAI 2025
Autonomous LLM-Enhanced Adversarial Attack for Text-to-Motion AAAI 2025
MRBTP: Efficient Multi-Robot Behavior Tree Planning and Collaboration AAAI 2025
Orpheus: Engineering Multiagent Systems via Communicating Agents AAAI 2025
MultiAgentESC: A LLM-based Multi-Agent Collaboration Framework for Emotional Support Conversation EMNLP 2025
DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025
The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents EMNLP 2025
Asymptotic Extinction in Large Coordination Games AAAI 2025
UIOrchestra: Generating High-Fidelity Code from UI Designs with a Multi-agent System EMNLP 2025
Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025
MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation EMNLP 2025
Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection AAAI 2025
Hybrid-Driving: An Autonomous Driving Decision Framework Integrating Large Language Models, Knowledge Graphs and Driving Rules AAAI 2025
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind AAAI 2025
TokenHSI: Unified Synthesis of Physical Human-Scene Interactions through Task Tokenization CVPR 2025
Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models CVPR 2025
SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration AAAI 2025