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Ashwin Pananjady — most-cited papers & profile · Reinforcement Learning
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Ashwin Pananjady
3
papers ·
34
citations ·
13
h-index
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Most-cited papers
Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems
2018 · 26 citations
Instance-dependent $\ell_ınfty$-bounds for policy evaluation in tabular reinforcement learning
2019 · 6 citations
Optimal oracle inequalities for solving projected fixed-point equations
2020 · 2 citations
Top co-authors
Martin J. Wainwright
· 3
Dhruv Malik
· 1
Koulik Khamaru
· 1
Kush Bhatia
· 1
Peter L. Bartlett
· 1
Wenlong Mou
· 1
Topics
Model-Based RL
Value-Based
Policy Gradient
Offline RL
Safe RL