From Reinforcement Learning to Reality: Generating Structured Text Logic Controller
- Authors
- Publication Date
- Jul 01, 2024
- Identifiers
- DOI: 10.1109/CoDIT62066.2024.10708353
- OAI: oai:HAL:hal-04745723v1
- Source
- HAL
- Keywords
- Language
- English
- License
- Unknown
- External links
Abstract
This paper proposes a novel approach that combines Reinforcement Learning (RL) and IEC 61131-3 Programming Logic Controller (PLC) standards for generating logic controllers. We present a proof of concept to demonstrate the feasibility of this hybrid methodology, which could be implemented in a PLC environment.
