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Koulik Khamaru — most-cited papers & profile · Reinforcement Learning
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Koulik Khamaru
4
papers ·
29
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems
2018 · 26 citations
Instance-optimality in optimal value estimation: Adaptivity via variance-reduced Q-learning
2021 · 2 citations
Instance-Dependent Confidence and Early Stopping for Reinforcement Learning
2022 · 1 citations
Bandit Simulation for Average Reward Inference
2026
Top co-authors
Martin J. Wainwright
· 3
Eric Xia
· 2
and Michael I. Jordan
· 1
Ashwin Pananjady
· 1
Chih-Yu Chang
· 1
Dhruv Malik
· 1
Kelly W. Zhang
· 1
Kush Bhatia
· 1
Michael I. Jordan
· 1
Peter L. Bartlett
· 1
Samya Praharaj
· 1
Topics
Model-Based RL
Exploration
Value-Based
Offline RL
Policy Gradient
Safe RL
Meta-RL