Multi-Agent Systems

Mango: Multi-Agent Web Navigation via Global-View Optimization ACL 2026 MANTA: Physics-Informed Generalized Underwater Object Tracking WACV 2026 Many Minds, One Path: LLM-Augmented Consensus Decision for Distributed Control in Multi-Agent Collaborative Stable Scenarios AAAI 2026 MapAgent: A Hierarchical Agent for Geospatial Reasoning with Dynamic Map Tool Integration EACL 2026 MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference EACL 2026 MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning AAAI 2026 MARCH: Multi-Agent Radiology Clinical Hierarchy for CT Report Generation ACL 2026 MARCH: Multi-Agent Reinforced Check for Hallucination ACL 2026 Market-Bench: Benchmarking Large Language Models on Economic and Trade Competition ACL 2026 MARS2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation ACL 2026 MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management AAAI 2026 MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization AAAI 2026 MASEval: Extending Multi-Agent Evaluation from Models to Systems ACL 2026 MASFactory: A Graph-centric Framework for Orchestrating LLM-Based Multi-Agent Systems with Vibe Graphing ACL 2026 Matching Policy Design for Gig Platforms with “Priority” Features AAAI 2026 MedEyes: Learning Dynamic Visual Focus for Medical Progressive Diagnosis AAAI 2026 MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models AAAI 2026 MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement AAAI 2026 Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data ACL 2026 MERIT Feedback Elicits Better Bargaining in LLM Negotiators ACL 2026 MetaCipher: A Time-Persistent and Universal Multi-Agent Framework for Cipher-Based Jailbreak Attacks for LLMs AAAI 2026 Metacognitive Arbitration as Uncertainty Compression in Multi-Agent Language Models UAI 2026 METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues ACL 2026 Mixture-of-Minds: Multi-Agent Reinforcement Learning for Table Understanding ACL 2026 MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection ACL 2026