SOURCE-LINKED INTELLIGENCE
LLM-Guided Contextual Action Evaluation for Operational Decisions in Industrial Processes
Industrial actor--critic methods usually represent continuous actions as anonymous numerical coordinates. They must therefore learn from limited interactions which process variables each action affects, in which direction, and after what delay. Fixed industrial documents already describe part of these relations, but their open-text statements neither represent the current operating condition nor directly fit a numerical policy. This article presents LLM-Guided Contextual Action Evaluation for Operational Decisions in Industrial Processes (LCAE), which uses a large language model before trainin
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Evidence & attribution
- arXiv · AI, language, vision and robotics · 2026-08-25T07:16:59.000Z
First collected: 2026-09-21T10:02:02.728Z. This is not the publication date.