Image de couverture de livre

DLM: Unified Decision Language Models for Offline Multi-Agent Sequential Decision Making

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhang, Zhuohui, Cheng, Bin, He, Bin
Format:	Preprint
Publié:	2026
Sujets:	Multiagent Systems Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making
par: Triantafyllou, Stelios, et autres
Publié: (2024)

A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
par: Behari, Nikhil, et autres
Publié: (2024)

Multi-Agent Intelligence for Multidisciplinary Decision-Making in Gastrointestinal Oncology
par: Zhang, Rongzhao, et autres
Publié: (2025)

Simulating Multi-Stakeholder Decision-Making with Generative Agents in Urban Planning
par: Gao, Jin, et autres
Publié: (2024)

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

Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems
par: Zhang, Zhuohui, et autres
Publié: (2024)

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

Agent-as-Tool: A Study on the Hierarchical Decision Making with Reinforcement Learning
par: Zhang, Yanfei
Publié: (2025)

ToMPO: Training LLM Strategic Decision Making from a Multi-Agent Perspective
par: Zhang, Yiwen, et autres
Publié: (2025)

MAFE: Enabling Equitable Algorithm Design in Multi-Agent Multi-Stage Decision-Making Systems
par: Lazri, Zachary McBride, et autres
Publié: (2025)

Voting or Consensus? Decision-Making in Multi-Agent Debate
par: Kaesberg, Lars Benedikt, et autres
Publié: (2025)

PIANIST: Learning Partially Observable World Models with LLMs for Multi-Agent Decision Making
par: Light, Jonathan, et autres
Publié: (2024)

A Comprehensive Survey on Multi-Agent Cooperative Decision-Making: Scenarios, Approaches, Challenges and Perspectives
par: Jin, Weiqiang, et autres
Publié: (2025)

MAC: Masked Agent Collaboration Boosts Large Language Model Medical Decision-Making
par: Peng, Zhihao, et autres
Publié: (2025)

Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation
par: Liu, Sicong, et autres
Publié: (2025)

MO-MIX: Multi-Objective Multi-Agent Cooperative Decision-Making With Deep Reinforcement Learning
par: Hu, Tianmeng, et autres
Publié: (2026)

Conditional Max-Sum for Asynchronous Multiagent Decision Making
par: Troullinos, Dimitrios, et autres
Publié: (2025)

A Differentiated Reward Method for Reinforcement Learning based Multi-Vehicle Cooperative Decision-Making Algorithms
par: Han, Ye, et autres
Publié: (2025)

MMCD: Multi-Modal Collaborative Decision-Making for Connected Autonomy with Knowledge Distillation
par: Liu, Rui, et autres
Publié: (2025)

Norm-Governed Multi-Agent Decision-Making in Simulator-Coupled Environments:The Reinsurance Constrained Multi-Agent Simulation Process (R-CMASP)
par: Dong, Stella C.
Publié: (2025)

MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework
par: Mi, Qirui, et autres
Publié: (2025)

Bayesian Decision Making around Experts
par: Ornia, Daniel Jarne, et autres
Publié: (2025)

Finding Common Ground: Using Large Language Models to Detect Agreement in Multi-Agent Decision Conferences
par: Heller, Selina, et autres
Publié: (2025)

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

Meta-Offline and Distributional Multi-Agent RL for Risk-Aware Decision-Making
par: Eldeeb, Eslam, et autres
Publié: (2025)

Optimizing Sequential Multi-Step Tasks with Parallel LLM Agents
par: Zhang, Enhao, et autres
Publié: (2025)

SPformer: A Transformer Based DRL Decision Making Method for Connected Automated Vehicles
par: Han, Ye, et autres
Publié: (2024)

Narrative-Guided Reinforcement Learning: A Platform for Studying Language Model Influence on Decision Making
par: Tuladhar, Anup, et autres
Publié: (2025)

PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication
par: Zhang, Zhuohui, et autres
Publié: (2025)

Grounded Answers for Multi-agent Decision-making Problem through Generative World Model
par: Liu, Zeyang, et autres
Publié: (2024)

Task-Aware LLM Council with Adaptive Decision Pathways for Decision Support
par: Zhu, Wei, et autres
Publié: (2026)

AI Agent Systems for Supply Chains: Structured Decision Prompts and Memory Retrieval
par: Yoshizato, Konosuke, et autres
Publié: (2026)

Escalation Risks from Language Models in Military and Diplomatic Decision-Making
par: Rivera, Juan-Pablo, et autres
Publié: (2024)

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

QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning?
par: Li, Yuanjun, et autres
Publié: (2025)

ROSClaw: A Hierarchical Semantic-Physical Framework for Heterogeneous Multi-Agent Collaboration
par: Zhao, Rongfeng, et autres
Publié: (2026)

DIG to Heal: Scaling General-purpose Agent Collaboration via Explainable Dynamic Decision Paths
par: Yang, Hanqing, et autres
Publié: (2026)

Explaining Strategic Decisions in Multi-Agent Reinforcement Learning for Aerial Combat Tactics
par: Selmonaj, Ardian, et autres
Publié: (2025)

A Multi-Agent Reinforcement Learning Framework for Public Health Decision Analysis
par: Sharma, Dinesh, et autres
Publié: (2023)

Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning
par: Xu, Zhiwei, et autres
Publié: (2024)