Thinh T. Doan

Convergence Rates of Distributed Gradient Methods Under Random Quantization: A Stochastic Approximation Approach

Thinh T. Doan, Siva Theja Maguluri, Justin Romberg · IEEE Transactions on Automatic Control · 2020 · 64 citations

Mathematical Programming, Engineering, Machine Learning +18

Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation for Multi-Agent Reinforcement Learning

Thinh T. Doan, Siva Theja Maguluri, Justin Romberg · arXiv (Cornell University) · 2019 · 50 citations · Full text

Artificial Intelligence, Multi-agent Reinforcement Learning, Machine Learning +11

Federated Multi-Agent Deep Reinforcement Learning (Fed-MADRL) for Dynamic Spectrum Access

Hao-Hsuan Chang, Yifei Song, Thinh T. Doan et al. · IEEE Transactions on Wireless Communications · 2023 · 34 citations

Artificial Intelligence, Engineering, Machine Learning +16

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

Nonlinear Two-Time-Scale Stochastic Approximation: Convergence and Finite-Time Performance

Thinh T. Doan · IEEE Transactions on Automatic Control · 2022 · 31 citations

Numerical Analysis, Stochastic Simulation, Engineering +14