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Gaurav Mahajan — most-cited papers & profile · Reinforcement Learning

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Gaurav Mahajan

6 papers · 156 citations · 11 h-index

Indian Navy · Guru Gobind Singh Medical College and Hospital · INHS Asvini · Dr. B. R. Ambedkar National Institute of Technology Jalandhar

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Most-cited papers

On the Theory of Policy Gradient Methods: Optimality, Approximation, and Distribution Shift
2019 · 111 citations
Agnostic Q-learning with Function Approximation in Deterministic Systems: Tight Bounds on Approximation Error and Sample Complexity
2020 · 23 citations
Bilinear Classes: A Structural Framework for Provable Generalization in RL
2021 · 21 citations
Exponential Hardness of Reinforcement Learning with Linear Function Approximation
2023 · 1 citations
Computational-Statistical Gaps in Reinforcement Learning
2022

Top co-authors

Jason D. Lee · 3 Shachar Lovett · 3 Daniel Kane · 2 Ruosong Wang · 2 Sham M. Kakade · 2 Sihan Liu · 2 Simon S. Du · 2 Alekh Agarwal · 1 Csaba Szepesv\'ari · 1 Gell\'ert Weisz · 1 Wen Sun · 1

Topics

Value-Based Model-Based RL Policy Gradient Exploration Offline RL Game AI