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Sahin Lale — most-cited papers & profile · Reinforcement Learning
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Sahin Lale
5
papers ·
62
citations
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Most-cited papers
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems
2020 · 50 citations
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems
2020 · 6 citations
KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Dynamical Systems
2022 · 4 citations
CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement Learning
2021 · 2 citations
Adaptive Control and Regret Minimization in Linear Quadratic Gaussian (LQG) Setting
2020
Top co-authors
Anima Anandkumar
· 5
Kamyar Azizzadenesheli
· 4
Babak Hassibi
· 3
Yuanyuan Shi
· 2
Adam Wierman
· 1
Guannan Qu
· 1
Kevin Huang
· 1
Ugo Rosolia
· 1
Topics
Model-Based RL
Exploration
Policy Gradient
Safe RL