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Towards autonomous system: flexible modular production system enhanced
  with large language model agents
v1v2v3v4 (latest)

Towards autonomous system: flexible modular production system enhanced with large language model agents

IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2023
28 April 2023
Yuchen Xia
Manthan Shenoy
N. Jazdi
M. Weyrich
    LLMAGAI4CE
ArXiv (abs)PDFHTMLGithub (25★)

Papers citing "Towards autonomous system: flexible modular production system enhanced with large language model agents"

32 / 32 papers shown
Benchmark for Planning and Control with Large Language Model Agents: Blocksworld with Model Context Protocol
Benchmark for Planning and Control with Large Language Model Agents: Blocksworld with Model Context Protocol
Niklas Jobs
Luis Miguel Vieira da Silva
Jayanth Somashekaraiah
Maximilian Weigand
David Kube
Felix Gehlhoff
LLMAGLM&Ro
247
0
0
03 Dec 2025
Volume-Consistent Kneading-Based Deformation Manufacturing for Material-Efficient Shaping
Volume-Consistent Kneading-Based Deformation Manufacturing for Material-Efficient Shaping
Lei Li
Jiale Gong
Ziyang Li
Hong Wang
AI4CE
151
0
0
27 Nov 2025
Integrating Machine Learning into Belief-Desire-Intention Agents: Current Advances and Open Challenges
Integrating Machine Learning into Belief-Desire-Intention Agents: Current Advances and Open Challenges
Andrea Agiollo
Andrea Omicini
LM&RoAI4CE
206
0
0
23 Oct 2025
Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents
Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents
Yihong Tang
Kehai Chen
Liang Yue
Jinxin Fan
Caishen Zhou
...
Kaiyang Guo
Xingshan Zeng
Wenjing Cun
L. Shang
Min Zhang
LLMAG
212
1
0
20 Oct 2025
Chain-of-Trigger: An Agentic Backdoor that Paradoxically Enhances Agentic Robustness
Chain-of-Trigger: An Agentic Backdoor that Paradoxically Enhances Agentic Robustness
Jiyang Qiu
Xinbei Ma
Yunqing Xu
Zhuosheng Zhang
Hai Zhao
LLMSV
270
0
0
09 Oct 2025
Hyperbolic Large Language Models
Hyperbolic Large Language Models
Sarang Patil
Zeyong Zhang
Yiran Huang
Tengfei Ma
Mengjia Xu
AI4CE
252
0
0
06 Sep 2025
Simulation Agent: A Framework for Integrating Simulation and Large Language Models for Enhanced Decision-Making
Simulation Agent: A Framework for Integrating Simulation and Large Language Models for Enhanced Decision-Making
Jacob Kleiman
Kevin Frank
Joseph Voyles
Sindy Campagna
LLMAGAI4CE
342
4
0
19 May 2025
Leveraging LLM Agents and Digital Twins for Fault Handling in Process Plants
Leveraging LLM Agents and Digital Twins for Fault Handling in Process Plants
Milapji Singh Gill
Javal Vyas
Artan Markaj
Felix Gehlhoff
Mehmet Mercangöz
278
4
0
04 May 2025
Generative Machine Learning in Adaptive Control of Dynamic Manufacturing Processes: A Review
Generative Machine Learning in Adaptive Control of Dynamic Manufacturing Processes: A Review
Suk Ki Lee
Hyunwoong Ko
AI4CE
442
4
0
30 Apr 2025
Trustworthy Decentralized Autonomous Machines: A New Paradigm in Automation Economy
Trustworthy Decentralized Autonomous Machines: A New Paradigm in Automation EconomyInternational Conference on Blockchain (ICB), 2025
Fernando Castillo
Oscar Castillo
Eduardo Brito
Simon Espinola
AI4CE
205
5
0
22 Apr 2025
An LLM-enabled Multi-Agent Autonomous Mechatronics Design Framework
An LLM-enabled Multi-Agent Autonomous Mechatronics Design Framework
Zeyu Wang
Frank P.-W. Lo
Qian Chen
Yongqi Zhang
Chen Lin
Xu Chen
Zhenhua Yu
Alexander J. Thompson
Eric M. Yeatman
Benny Lo
AI4CE
271
4
0
20 Apr 2025
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow
Ziyue Wang
Junde Wu
Linghan Cai
Chang Han Low
Xihong Yang
Qiaxuan Li
Yueming Jin
LRM
548
2
0
21 Mar 2025
Autonomous Industrial Control using an Agentic Framework with Large
  Language Models
Autonomous Industrial Control using an Agentic Framework with Large Language ModelsIFAC-PapersOnLine (IFAC-PapersOnLine), 2024
Javal Vyas
Mehmet Mercangöz
AI4CELLMAG
306
18
0
08 Nov 2024
Factory Operators' Perspectives on Cognitive Assistants for Knowledge
  Sharing: Challenges, Risks, and Impact on Work
Factory Operators' Perspectives on Cognitive Assistants for Knowledge Sharing: Challenges, Risks, and Impact on Work
Samuel Kernan Freire
Tianhao He
Chaofan Wang
E. Niforatos
A. Bozzon
168
0
0
30 Sep 2024
Control Industrial Automation System with Large Language Model Agents
Control Industrial Automation System with Large Language Model Agents
Yuchen Xia
N. Jazdi
Jize Zhang
Chaitanya Shah
M. Weyrich
AI4CELLMAG
191
7
0
26 Sep 2024
A Taxonomy of Architecture Options for Foundation Model-based Agents:
  Analysis and Decision Model
A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model
Jingwen Zhou
Qinghua Lu
Jieshan Chen
Liming Zhu
Xiwei Xu
Zhenchang Xing
Stefan Harrer
257
4
0
06 Aug 2024
Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models
Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation ModelsIEEE Symposium on Security and Privacy (S&P), 2024
Yingkai Dong
Xiangtao Meng
Ning Yu
Zheng Li
Shanqing Guo
LLMAG
555
17
0
01 Aug 2024
Incorporating Large Language Models into Production Systems for Enhanced
  Task Automation and Flexibility
Incorporating Large Language Models into Production Systems for Enhanced Task Automation and Flexibility
Yuchen Xia
Jize Zhang
N. Jazdi
M. Weyrich
LLMAGAI4CE
137
11
0
11 Jul 2024
EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context
EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context
Hannes Kunstmann
J. Ollier
Joel Persson
F. Wangenheim
353
2
0
05 Jul 2024
Large Language Models as Software Components: A Taxonomy for
  LLM-Integrated Applications
Large Language Models as Software Components: A Taxonomy for LLM-Integrated Applications
Irene Weber
234
24
0
13 Jun 2024
LLM experiments with simulation: Large Language Model Multi-Agent System
  for Simulation Model Parametrization in Digital Twins
LLM experiments with simulation: Large Language Model Multi-Agent System for Simulation Model Parametrization in Digital Twins
Yuchen Xia
Daniel Dittler
N. Jazdi
Haonan Chen
M. Weyrich
LM&RoLLMAG
303
19
0
28 May 2024
Large Language Models for UAVs: Current State and Pathways to the Future
Large Language Models for UAVs: Current State and Pathways to the FutureIEEE Open Journal of Vehicular Technology (OJVT), 2024
Shumaila Javaid
Nasir Saeed
Bin He
336
98
0
02 May 2024
Generation of Asset Administration Shell with Large Language Model
  Agents: Toward Semantic Interoperability in Digital Twins in the Context of
  Industry 4.0
Generation of Asset Administration Shell with Large Language Model Agents: Toward Semantic Interoperability in Digital Twins in the Context of Industry 4.0
Yuchen Xia
Zhewen Xiao
N. Jazdi
M. Weyrich
341
44
0
25 Mar 2024
An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems
An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems
Hanqing Yang
Marie Siew
Carlee Joe-Wong
AI4CE
235
30
0
25 Mar 2024
Large Language Models as Minecraft Agents
Large Language Models as Minecraft Agents
Chris Madge
Massimo Poesio
LLMAG
269
9
0
13 Feb 2024
Knowledge Sharing in Manufacturing using Large Language Models: User
  Evaluation and Model Benchmarking
Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking
Samuel Kernan Freire
Chaofan Wang
Mina Foosherian
S. Wellsandt
Santiago Ruiz-Arenas
E. Niforatos
268
3
0
10 Jan 2024
LLMind: Orchestrating AI and IoT with LLM for Complex Task Execution
LLMind: Orchestrating AI and IoT with LLM for Complex Task ExecutionIEEE Communications Magazine (IEEE Commun. Mag.), 2023
Hongwei Cui
Yuyang Du
Qun Yang
Yulin Shao
Soung Chang Liew
LM&RoLLMAG
388
81
0
14 Dec 2023
Towards Responsible Generative AI: A Reference Architecture for
  Designing Foundation Model based Agents
Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model based Agents
Qinghua Lu
Liming Zhu
Xiwei Xu
Zhenchang Xing
Stefan Harrer
Jon Whittle
LM&RoAI4CELLMAG
490
26
0
22 Nov 2023
On Generative Agents in Recommendation
On Generative Agents in Recommendation
An Zhang
Yuxin Chen
Leheng Sheng
Xiang Wang
Tat-Seng Chua
414
120
0
16 Oct 2023
Cognitive Architectures for Language Agents
Cognitive Architectures for Language Agents
T. Sumers
Shunyu Yao
Karthik Narasimhan
Thomas Griffiths
LLMAGLM&Ro
724
325
0
05 Sep 2023
A Survey on Large Language Model based Autonomous Agents
A Survey on Large Language Model based Autonomous Agents
Lei Wang
Chengbang Ma
Xueyang Feng
Zeyu Zhang
Hao-ran Yang
...
Xu Chen
Yankai Lin
Wayne Xin Zhao
Zhewei Wei
Ji-Rong Wen
LLMAGAI4CELM&Ro
819
2,474
0
22 Aug 2023
A Reference Architecture for Designing Foundation Model based Systems
A Reference Architecture for Designing Foundation Model based Systems
Qinghua Lu
Liming Zhu
Xiwei Xu
Zhenchang Xing
Jon Whittle
AI4TSAI4CE
257
2
0
13 Apr 2023
1
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