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Philip D. Loewen — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Philip D. Loewen
9
papers ·
74
citations
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Most-cited papers
Meta-Reinforcement Learning for the Tuning of PI Controllers: An Offline Approach
2022 · 41 citations
A Meta-Reinforcement Learning Approach to Process Control
2021 · 13 citations
Reinforcement Learning based Design of Linear Fixed Structure Controllers
2020 · 11 citations
Meta-Reinforcement Learning for Adaptive Control of Second Order Systems
2022 · 4 citations
Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning
2021 · 3 citations
A modular framework for stabilizing deep reinforcement learning control
2023 · 2 citations
Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem
2020
Reinforcement Learning with Partial Parametric Model Knowledge
2023
Stabilizing reinforcement learning control: A modular framework for optimizing over all stable behavior
2023
Top co-authors
Michael G. Forbes
· 9
Nathan P. Lawrence
· 9
R. Bhushan Gopaluni
· 9
Daniel G. McClement
· 4
Johan U. Backstrom
· 4
Shuyuan Wang
· 3
Gregory E. Stewart
· 2
Johan U. Backstr\"om
· 2
Topics
Model-Based RL
Safe RL
Value-Based
Meta-RL
Policy Gradient
Offline RL
Exploration