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Michael G. Forbes — most-cited papers & profile · Reinforcement Learning
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Michael G. Forbes
6
papers ·
50
citations
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Most-cited papers
Meta-Reinforcement Learning for the Tuning of PI Controllers: An Offline Approach
2022 · 41 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
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
Nathan P. Lawrence
· 6
Philip D. Loewen
· 6
R. Bhushan Gopaluni
· 6
Daniel G. McClement
· 3
Shuyuan Wang
· 3
Johan U. Backstrom
· 2
Johan U. Backstr\"om
· 1
Topics
Model-Based RL
Safe RL
Meta-RL
Offline RL
Policy Gradient
Exploration
Value-Based