| 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 | 64* | 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 | 36* | 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 | 22 | 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 | 11 | 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 | 6 | 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 | 2 | 2021 |
| Target Network and Truncation Overcome The Deadly Triad in -Learning Z Chen, JP Clarke, ST Maguluri arXiv preprint arXiv:2203.02628, 2022 | 1 | 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 | 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 | | 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 | | 2022 |
Siva Theja MaguluriGeorgia Institute of TechnologyVerified email at gatech.edu
