Concepedia

Gaurav Mahajan

GM

Statistics

Publications

11

Citations

277

H-Index

10

Active since

2008

Affiliations

University of California San Diego(Current)

Princeton University

Datta Meghe Institute of Higher Education and Research

University of Washington

Jawaharlal Nehru Medical College

Gaurav Mahajan is an author at University of California San Diego specializing in approximation theory, engineering, and computer science.

Top concepts

EngineeringComputer ScienceMachine LearningApproximation TheoryMedicineProbabilityRobot LearningArtificial IntelligenceStochastic OptimizationComputational Complexity

Publications per year

2008–2021

11

Publications

11

On the Theory of Policy Gradient Methods: Optimality, Approximation, and Distribution Shift

Alekh Agarwal, Sham M. Kakade, Jason D. Lee et al. · arXiv (Cornell University) · 2019 · 111 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +16

Optimality and Approximation with Policy Gradient Methods in Markov Decision Processes

Alekh Agarwal, Sham M. Kakade, Jason D. Lee et al. · arXiv (Cornell University) · 2019 · 33 citations · Full text

Agnostic Q-learning with Function Approximation in Deterministic Systems: Tight Bounds on Approximation Error and Sample Complexity

Simon S. Du, Jason D. Lee, Gaurav Mahajan et al. · arXiv (Cornell University) · 2020 · 23 citations · Full text

Engineering, Machine Learning, Algorithmic Learning +17

Bilinear Classes: A Structural Framework for Provable Generalization in RL

Simon S. Du, Sham M. Kakade, Jason D. Lee et al. · arXiv (Cornell University) · 2021 · 21 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +18

A Brief Study on Retroperitoneal Paraganglioma

Milind Pande, Sunita Vagha, Gaurav Mahajan et al. · Journal of Pharmaceutical Research International · 2021 · 18 citations · Full text

Surgical Oncology, Pathology, Glioma +18

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