Cover Image

Agentic LLMs in the Supply Chain: Towards Autonomous Multi-Agent Consensus-Seeking

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jannelli, Valeria, Schoepf, Stefan, Bickel, Matthias, Netland, Torbjørn, Brintrup, Alexandra
Format:	Preprint
Published:	2024
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Helicase: Uncertainty-Guided Supply Chain Knowledge Graph Construction with Autonomous Multi-Agent LLMs
by: Long, Yunbo, et al.
Published: (2026)

Automating Supply Chain Disruption Monitoring via an Agentic AI Approach
by: AlMahri, Sara, et al.
Published: (2026)

Towards Autonomous Supply Chains: Definition, Characteristics, Conceptual Framework, and Autonomy Levels
by: Xu, Liming, et al.
Published: (2023)

Using Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem
by: Schoepf, Stefan, et al.
Published: (2023)

Enhancing Supply Chain Visibility with Generative AI: An Exploratory Case Study on Relationship Prediction in Knowledge Graphs
by: Zheng, Ge, et al.
Published: (2024)

Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models
by: AlMahri, Sara, et al.
Published: (2024)

An Information Theoretic Approach to Machine Unlearning
by: Foster, Jack, et al.
Published: (2024)

EvoEmo: Towards Evolved Emotional Policies for Adversarial LLM Agents in Multi-Turn Price Negotiation
by: Long, Yunbo, et al.
Published: (2025)

Potion: Towards Poison Unlearning
by: Schoepf, Stefan, et al.
Published: (2024)

On Implementing Autonomous Supply Chains: a Multi-Agent System Approach
by: Xu, Liming, et al.
Published: (2023)

Belief-Calibrated Multi-Agent Consensus Seeking for Complex NLP Tasks
by: Deng, Wentao, et al.
Published: (2025)

Orchestrator: Active Inference for Multi-Agent Systems in Long-Horizon Tasks
by: Beckenbauer, Lukas, et al.
Published: (2025)

VeriTrace: Evolving Mental Models for Deep Research Agents
by: Zhao, Haolang, et al.
Published: (2026)

Agentic AI for Autonomous Defense in Software Supply Chain Security: Beyond Provenance to Vulnerability Mitigation
by: Syed, Toqeer Ali, et al.
Published: (2025)

Resilient Multi-Agent Negotiation for Medical Supply Chains:Integrating LLMs and Blockchain for Transparent Coordination
by: ALMutairi, Mariam, et al.
Published: (2025)

LLMs for Supply Chain Management
by: Wang, Haojie, et al.
Published: (2025)

Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management
by: Long, Carol Xuan, et al.
Published: (2026)

Parameter-tuning-free data entry error unlearning with adaptive selective synaptic dampening
by: Schoepf, Stefan, et al.
Published: (2024)

Loss-Free Machine Unlearning
by: Foster, Jack, et al.
Published: (2024)

Identifying contributors to supply chain outcomes in a multi-echelon setting: a decentralised approach
by: Schoepf, Stefan, et al.
Published: (2023)

SynDelay: A Synthetic Dataset for Delivery Delay Prediction
by: Xu, Liming, et al.
Published: (2025)

Multi-Agent Digital Twinning for Collaborative Logistics: Framework and Implementation
by: Xu, Liming, et al.
Published: (2023)

Agentic AI Sustainability Assessment for Supply Chain Document Insights
by: Gosmar, Diego, et al.
Published: (2025)

InfoAgent: Advancing Autonomous Information-Seeking Agents
by: Zhang, Gongrui, et al.
Published: (2025)

Flowr -- Scaling Up Retail Supply Chain Operations Through Agentic AI in Large Scale Supermarket Chains
by: Bandara, Eranga, et al.
Published: (2026)

Agora: Toward Autonomous Bug Detection in Production-Level Consensus Protocols with LLM Agents
by: Liu, Xiang, et al.
Published: (2026)

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases
by: Zhang, Yao, et al.
Published: (2025)

EmoDistill: Offline Emotion Skill Distillation for Language Model Agents in Adversarial Negotiation
by: Long, Yunbo, et al.
Published: (2026)

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems
by: Yuan, Zhuowen, et al.
Published: (2026)

Aime: Towards Fully-Autonomous Multi-Agent Framework
by: Shi, Yexuan, et al.
Published: (2025)

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
by: Li, Weizhen, et al.
Published: (2025)

Optimizing Supply Chain Management using Gravitational Search Algorithm and Multi Agent System
by: Ojha, Muneendra
Published: (2012)

Reinforcement Learning for Multi-Objective Multi-Echelon Supply Chain Optimisation
by: Rachman, Rifny, et al.
Published: (2025)

TimeSeek: Temporal Reliability of Agentic Forecasters
by: Mostafa, Hamza, et al.
Published: (2026)

SOK: A Taxonomy of Attack Vectors and Defense Strategies for Agentic Supply Chain Runtime
by: Jiang, Xiaochong, et al.
Published: (2026)

Reinforcement Learning for Autonomous Warehouse Orchestration in SAP Logistics Execution: Redefining Supply Chain Agility
by: Pillella, Sumanth
Published: (2025)

Towards Autonomous Memory Agents
by: Wu, Xinle, et al.
Published: (2026)

6G Needs Agents: Toward Agentic AI-Native Networks for Autonomous Intelligence
by: Ferrag, Mohamed Amine, et al.
Published: (2026)

Towards Multi-Agent Autonomous Reasoning in Hydrodynamics
by: Zhao, Jinpai, et al.
Published: (2026)

Towards Agentic Self-Learning LLMs in Search Environment
by: Sun, Wangtao, et al.
Published: (2025)