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Tyler Summers — most-cited papers & profile · Reinforcement Learning
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Tyler Summers
4
papers ·
13
citations
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Most-cited papers
Learning robust control for LQR systems with multiplicative noise via policy gradient
2019 · 9 citations
Robust Learning-Based Control via Bootstrapped Multiplicative Noise
2020 · 3 citations
PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation
2022 · 1 citations
Approximate Midpoint Policy Iteration for Linear Quadratic Control
2020
Top co-authors
Benjamin Gravell
· 3
Andrea Martinelli
· 1
Andrea Zanelli
· 1
Iman Shames
· 1
John Lygeros
· 1
Matilde Gargiani
· 1
Peyman Mohajerin Esfahani
· 1
Topics
Policy Gradient
Model-Based RL
Safe RL