Zaiwei Chen
Cited by
Cited by
Finite-Sample Analysis of Nonlinear Stochastic Approximation with Applications in Reinforcement Learning
Z Chen, S Zhang, TT Doan, ST Maguluri, JP Clarke
arXiv preprint arXiv:1905.11425, 2019
Finite-Sample Analysis of Contractive Stochastic Approximation Using Smooth Convex Envelopes
Z Chen, ST Maguluri, S Shakkottai, K Shanmugam
The 34th Conference on Neural Information Processing Systems, 2020
A Lyapunov theory for finite-sample guarantees of asynchronous Q-learning and TD-learning variants
Z Chen, ST Maguluri, S Shakkottai, K Shanmugam
arXiv preprint arXiv:2102.01567, 2021
Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm
Z Chen, S Khodadadian, ST Maguluri
The 38th International Conference on Machine Learning, 2021
Finite-sample analysis of off-policy natural actor-critic with linear function approximation
Z Chen, S Khodadadian, ST Maguluri
IEEE Control Systems Letters, 2022
Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators
Z Chen, ST Maguluri, S Shakkottai, K Shanmugam
Advances in Neural Information Processing Systems 34, 2021
Target Network and Truncation Overcome The Deadly Triad in -Learning
Z Chen, JP Clarke, ST Maguluri
arXiv preprint arXiv:2203.02628, 2022
Stationary Behavior of Constant Stepsize SGD Type Algorithms: An Asymptotic Characterization
Z Chen, S Mou, ST Maguluri
Proceedings of the ACM on Measurement and Analysis of Computing Systems 6 (1 …, 2022
Nested vehicle routing problem: Optimizing drone-truck surveillance operations
F Zeng, Z Chen, JP Clarke, D Goldsman
Transportation Research Part C: Emerging Technologies 139, 103645, 2022
Sample Complexity of Policy-Based Methods under Off-Policy Sampling and Linear Function Approximation
Z Chen, ST Maguluri
International Conference on Artificial Intelligence and Statistics, 11195-11214, 2022
The system can't perform the operation now. Try again later.
Articles 1–10