Zhaolin Ren
Zhaolin Ren
Graduate Student, Harvard University
Verified email at
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Gradient play in stochastic games: Stationary points and local geometry
RC Zhang, Z Ren, N Li
IFAC-PapersOnLine 55 (30), 73-78, 2022
Zeroth-order feedback optimization for cooperative multi-agent systems
Y Tang, Z Ren, N Li
Automatica 148, 110741, 2023
Gradient play in multi-agent Markov stochastic games: Stationary points and convergence
R Zhang, Z Ren, N Li
arXiv preprint arXiv:2106.00198, 2021
Delay-adaptive distributed stochastic optimization
Z Ren, Z Zhou, L Qiu, A Deshpande, J Kalagnanam
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5503-5510, 2020
Feddar: Federated domain-aware representation learning
A Zhong, H He, Z Ren, N Li, Q Li
arXiv preprint arXiv:2209.04007, 2022
Stochastic nonlinear control via finite-dimensional spectral dynamic embedding
T Ren, Z Ren, N Li, B Dai
2023 62nd IEEE Conference on Decision and Control (CDC), 795-800, 2023
LQR with tracking: A zeroth-order approach and its global convergence
Z Ren, A Zhong, N Li
2021 American Control Conference (ACC), 2562-2568, 2021
Escaping saddle points in zeroth-order optimization: the power of two-point estimators
Z Ren, Y Tang, N Li
The Fortieth International Conference on Machine Learning (ICML 2023), 2023
Gradient play in stochastic games: stationary points, convergence, and sample complexity
R Zhang, Z Ren, N Li
IEEE Transactions on Automatic Control, 2024
On Controller Reduction in Linear Quadratic Gaussian Control with Performance Bounds
Z Ren, Y Zheng, M Fazel, N Li
Learning for Dynamics and Control Conference, 1008-1019, 2023
Skill transfer and discovery for sim-to-real learning: A representation-based viewpoint
H Ma, Z Ren, B Dai, N Li
arXiv preprint arXiv:2404.05051, 2024
Minimizing the Thompson Sampling Regret-to-Sigma Ratio (TS-RSR): a provably efficient algorithm for batch Bayesian Optimization
Z Ren, N Li
arXiv preprint arXiv:2403.04764, 2024
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