A Meta-Reinforcement Learning Approach to Process Control

25 March 2021

Papers citing "A Meta-Reinforcement Learning Approach to Process Control"

5 / 5 papers shown

Title
GreenLight-Gym: Reinforcement learning benchmark environment for control of greenhouse production systems Bart van Laatum Eldert J. van Henten Sjoerd Boersma OffRL 89 0 0 06 Oct 2024
Meta-Reinforcement Learning for Adaptive Control of Second Order Systems Daniel G. McClement Nathan P. Lawrence M. Forbes Philip D. Loewen Johan U. Backstrom R. Bhushan Gopaluni OffRL 73 1 0 19 Sep 2022
Meta-Reinforcement Learning for the Tuning of PI Controllers: An Offline Approach Daniel G. McClement Nathan P. Lawrence Johan U. Backstrom Philip D. Loewen M. Forbes R. Bhushan Gopaluni OffRL 64 25 0 17 Mar 2022
Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning Nathan P. Lawrence M. Forbes Philip D. Loewen Daniel G. McClement Johan U. Backstrom R. Bhushan Gopaluni OffRL 41 77 0 13 Nov 2021
Safe Chance Constrained Reinforcement Learning for Batch Process Control M. Mowbray Panagiotis Petsagkourakis Ehecatl Antonio del Rio Chanona Dongda Zhang OffRL 62 36 0 23 Apr 2021