Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning

13 November 2021

Papers citing "Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning"

6 / 6 papers shown

Title
Generative AI and Process Systems Engineering: The Next Frontier Benjamin Decardi-Nelson Abdulelah S. Alshehri Akshay Ajagekar Fengqi You AI4CE LLMAG 29 24 0 15 Feb 2024
Self-Tuning PID Control via a Hybrid Actor-Critic-Based Neural Structure for Quadcopter Control Iman Sharifi A. Alasty 13 0 0 03 Jul 2023
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 15 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 13 22 0 17 Mar 2022
Distributional Reinforcement Learning for Scheduling of Chemical Production Processes M. Mowbray Dongda Zhang Ehecatl Antonio del Rio Chanona OffRL 22 6 0 01 Mar 2022
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,960 0 04 May 2020