Concepedia

Zaiwei Chen

ZC

8

Publications

163

Citations

8

H-Index

2019

Active since

Affiliations

Georgia Institute of Technology(Current)

The University of Texas at Austin

Zaiwei Chen is an author at Georgia Institute of Technology specializing in engineering, stochastic optimization, and approximation theory.

Top concepts

EngineeringApproximation TheoryStochastic OptimizationMachine LearningComputer ScienceArtificial IntelligenceValue Function ApproximationStatisticsGame TheoryProbability

Publications per year

2019–2023

8

Publications

8

Nested vehicle routing problem: Optimizing drone-truck surveillance operations

Fanruiqi Zeng, Zaiwei Chen, John-Paul Clarke et al. · Transportation Research Part C Emerging Technologies · 2022 · 38 citations

Engineering, Unmanned System, Systems Engineering +6

Finite-Sample Analysis of Nonlinear Stochastic Approximation with Applications in Reinforcement Learning

Zaiwei Chen, Sheng Zhang, Thinh T. Doan et al. · arXiv (Cornell University) · 2019 · 31 citations · Full text

Performance of Q-learning with Linear Function Approximation: Stability and Finite-Time Analysis

Zaiwei Chen, Sheng Zhang, Thinh T. Doan et al. · arXiv (Cornell University) · 2019 · 24 citations · Full text

Mathematical Programming, Engineering, Machine Learning +8

Finite-sample analysis of nonlinear stochastic approximation with applications in reinforcement learning

Zaiwei Chen, Sheng Zhang, Thinh T. Doan et al. · Automatica · 2022 · 18 citations

Engineering, Stochastic Optimization, Uncertainty Quantification +9

A Lyapunov Theory for Finite-Sample Guarantees of Asynchronous Q-Learning and TD-Learning Variants

Zaiwei Chen, Siva Theja Maguluri, Sanjay Shakkottai et al. · arXiv (Cornell University) · 2021 · 17 citations · Full text

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