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Q-Learning algorithm for PI controller autotuning

  • Silesian University of Technology

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Abstract

This paper presents an approach for PI controller autotuning using Q-Learning algorithm. Gains obtained from Q-Learning are tested by simulation on the validated mathematical model of the real electric flow heater implemented in LabView and compared with conventional method for tuning PI controller.

Translated title of the contributionAlgorytm Q-Learning do automatycznego dostrajania regulatora PI
Original languageEnglish
Pages (from-to)44-48
Number of pages5
JournalPrzeglad Elektrotechniczny
Volume5
DOIs
Publication statusPublished - 2025

Keywords

  • PI controller
  • process control
  • Q-learning
  • reinforcement learning

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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