Concepedia

Jalaj Bhandari

JB

6

Publications

227

Citations

6

H-Index

2016

Active since

Affiliations

Columbia University(Current)

Jalaj Bhandari is an author at Columbia University specializing in engineering, mathematical programming, and convex optimization.

Top concepts

EngineeringMathematical ProgrammingComputer ScienceMachine LearningConvex OptimizationApproximation TheoryStochastic OptimizationLinear ProgrammingValue Function ApproximationLifelong Reinforcement Learning

Publications per year

2016–2024

6

Publications

6

Global Optimality Guarantees for Policy Gradient Methods

Jalaj Bhandari, Daniel Russo · Operations Research · 2024 · 112 citations

Markov Decision Process, Engineering, Machine Learning +15

A Finite Time Analysis of Temporal Difference Learning With Linear\n Function Approximation

Jalaj Bhandari, Daniel Russo, Raghav Singal · arXiv (Cornell University) · 2018 · 31 citations · Full text

A Finite Time Analysis of Temporal Difference Learning with Linear Function Approximation

Jalaj Bhandari, Daniel Russo, Raghav Singal · Operations Research · 2021 · 29 citations · Full text

Mathematical Programming, Engineering, Machine Learning +19

Global Optimality Guarantees For Policy Gradient Methods

Jalaj Bhandari, Daniel Russo · arXiv (Cornell University) · 2019 · 23 citations · Full text

Mathematical Programming, Engineering, Continuous Optimization +11

A Note on the Linear Convergence of Policy Gradient Methods.

Jalaj Bhandari, Daniel Russo · arXiv (Cornell University) · 2020 · 19 citations · Full text

Mathematical Programming, Linear Convergence, Markov Decision Process +10

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