Image de couverture de livre

DIG to Heal: Scaling General-purpose Agent Collaboration via Explainable Dynamic Decision Paths

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Yang, Hanqing, Lee, Hyungwoo, Yao, Yuhang, Liu, Zhiwei, Liu, Kay, Chen, Jingdi, Joe-Wong, Carlee
Format:	Preprint
Publié:	2026
Sujets:	Artificial Intelligence Multiagent Systems
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning
par: Yang, Hanqing, et autres
Publié: (2025)

COOP$^2$: Defining, Observing, and Repairing Cooperation in LLM Multi-Agent Systems
par: Yang, Hanqing, et autres
Publié: (2026)

DR. WELL: Dynamic Reasoning and Learning with Symbolic World Model for Embodied LLM-Based Multi-Agent Collaboration
par: Nourzad, Narjes, et autres
Publié: (2025)

The Five Ws of Multi-Agent Communication: Who Talks to Whom, When, What, and Why -- A Survey from MARL to Emergent Language and LLMs
par: Chen, Jingdi, et autres
Publié: (2026)

Intelligent Communication Planning for Constrained Environmental IoT Sensing with Reinforcement Learning
par: Hu, Yi, et autres
Publié: (2023)

Dynamic Agent Grouping ECBS: Scaling Windowed Multi-Agent Path Finding with Completeness Guarantees
par: Zhang, Tiannan, et autres
Publié: (2025)

AgentCDM: Enhancing Multi-Agent Collaborative Decision-Making via ACH-Inspired Structured Reasoning
par: Zhao, Xuyang, et autres
Publié: (2025)

Multi-Agent Path Finding via Offline RL and LLM Collaboration
par: Atasever, Merve, et autres
Publié: (2025)

A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration
par: Liu, Zijun, et autres
Publié: (2023)

From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination
par: Yao, Chang, et autres
Publié: (2025)

Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation
par: Wang, Chenxu, et autres
Publié: (2025)

Collaborative Task and Path Planning for Heterogeneous Robotic Teams using Multi-Agent PPO
par: Rubio, Matthias, et autres
Publié: (2026)

Congestion Mitigation Path Planning for Large-Scale Multi-Agent Navigation in Dense Environments
par: Kato, Takuro, et autres
Publié: (2025)

Collaborating in a competitive world: Heterogeneous Multi-Agent Decision Making in Symbiotic Supply Chain Environments
par: Wang, Wan, et autres
Publié: (2025)

Multi-Agent Medical Decision Consensus Matrix System: An Intelligent Collaborative Framework for Oncology MDT Consultations
par: Han, Xudong, et autres
Publié: (2025)

CTS-CBS: A New Approach for Multi-Agent Collaborative Task Sequencing and Path Finding
par: Jiang, Junkai, et autres
Publié: (2025)

ArgMed-Agents: Explainable Clinical Decision Reasoning with LLM Disscusion via Argumentation Schemes
par: Hong, Shengxin, et autres
Publié: (2024)

Multi-Agent Path Finding Among Dynamic Uncontrollable Agents with Statistical Safety Guarantees
par: Strawn, Kegan J., et autres
Publié: (2025)

Following the TRACE: A Structured Path to Empathetic Response Generation with Multi-Agent Models
par: Liu, Ziqi, et autres
Publié: (2025)

Knowledge Graph-Based Multi-Agent Path Planning in Dynamic Environments using WAITR
par: Holmberg, Ted Edward, et autres
Publié: (2024)

Rethinking Priority Scheduling for Sequential Multi-Agent Decision Making in Stackelberg Games
par: Liu, Xiangyu, et autres
Publié: (2026)

RoundTable: Investigating Group Decision-Making Mechanism in Multi-Agent Collaboration
par: Cho, Young-Min, et autres
Publié: (2024)

ACPs: Agent Collaboration Protocols for the Internet of Agents
par: Liu, Jun, et autres
Publié: (2025)

CREW-WILDFIRE: Benchmarking Agentic Multi-Agent Collaborations at Scale
par: Hyun, Jonathan, et autres
Publié: (2025)

Human Machine Social Hybrid Intelligence:A Collaborative Decision Making Framework for Large Model Agent Groups and Human Experts
par: Melih, Ahmet Akkaya, et autres
Publié: (2025)

Causal-Inspired Multi-Agent Decision-Making via Graph Reinforcement Learning
par: Wang, Jing, et autres
Publié: (2025)

DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration
par: Jia, Zhihao, et autres
Publié: (2025)

Dynamic Programming based Local Search approaches for Multi-Agent Path Finding problems on Directed Graphs
par: Saccani, Irene, et autres
Publié: (2024)

Relaxing Constraints in Anonymous Multi Agent Path Finding for Large Agents
par: Dergachev, Stepan, et autres
Publié: (2026)

Multi-Agent Path Finding with Real Robot Dynamics and Interdependent Tasks for Automated Warehouses
par: Lehoux-Lebacque, Vassilissa, et autres
Publié: (2024)

KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
par: Guan, Ziyi, et autres
Publié: (2025)

MAGIC-MASK: Multi-Agent Guided Inter-Agent Collaboration with Mask-Based Explainability for Reinforcement Learning
par: Maliha, Maisha, et autres
Publié: (2025)

Controller Synthesis of Collaborative Signal Temporal Logic Tasks for Multi-Agent Systems via Assume-Guarantee Contracts
par: Liu, Siyuan, et autres
Publié: (2023)

Beyond the Individual: Virtualizing Multi-Disciplinary Reasoning for Clinical Intake via Collaborative Agents
par: Chen, Huangwei, et autres
Publié: (2026)

MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
par: Liu, Zichuan, et autres
Publié: (2022)

HYGMA: Hypergraph Coordination Networks with Dynamic Grouping for Multi-Agent Reinforcement Learning
par: Liu, Chiqiang, et autres
Publié: (2025)

Multi-Agent Collaboration via Evolving Orchestration
par: Dang, Yufan, et autres
Publié: (2025)

MARPF: Multi-Agent and Multi-Rack Path Finding
par: Makino, Hiroya, et autres
Publié: (2024)

Fairness Driven Multi-Agent Path Finding Problem
par: Anand, Aditi, et autres
Publié: (2026)

Constrained Multi-Agent Path Finding on Directed Graphs
par: Ardizzoni, Stefano, et autres
Publié: (2022)