Doan, Thinh

7 publications

COLT 2024 Fast Two-Time-Scale Stochastic Gradient Method with Applications in Reinforcement Learning Sihan Zeng, Thinh Doan

L4DC 2024 Finite-Time Complexity of Incremental Policy Gradient Methods for Solving Multi-Task Reinforcement Learning Yitao Bai, Thinh Doan

NeurIPS 2023 Connected Superlevel Set in (Deep) Reinforcement Learning and Its Application to Minimax Theorems Sihan Zeng, Thinh Doan, Justin Romberg

L4DC 2022 Convergence Rates of Two-Time-Scale Gradient Descent-Ascent Dynamics for Solving Nonconvex Min-Max Problems Thinh Doan

NeurIPS 2022 Regularized Gradient Descent Ascent for Two-Player Zero-Sum Markov Games Sihan Zeng, Thinh Doan, Justin Romberg

L4DC 2020 Finite-Time Performance of Distributed Two-Time-Scale Stochastic Approximation Thinh Doan, Justin Romberg

ICML 2019 Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation on Multi-Agent Reinforcement Learning Thinh Doan, Siva Maguluri, Justin Romberg