Runyu (Cathy) Zhang 张润玉
Runyu (Cathy) Zhang 张润玉
Graduate Student, Harvard University
Verified email at - Homepage
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Distributed reinforcement learning for decentralized linear quadratic control: A derivative-free policy optimization approach
Y Li, Y Tang, R Zhang, N Li
IEEE Transactions on Automatic Control 67 (12), 6429-6444, 2021
Gradient play in stochastic games: Stationary points and local geometry
RC Zhang, Z Ren, N Li
IFAC-PapersOnLine 55 (30), 73-78, 2022
On the regret analysis of online LQR control with predictions
R Zhang, Y Li, N Li
2021 American Control Conference (ACC), 697-703, 2021
Policy optimization for markov games: Unified framework and faster convergence
R Zhang, Q Liu, H Wang, C Xiong, N Li, Y Bai
Advances in Neural Information Processing Systems 35, 21886-21899, 2022
On the global convergence rates of decentralized softmax gradient play in markov potential games
R Zhang, J Mei, B Dai, D Schuurmans, N Li
Advances in Neural Information Processing Systems 35, 1923-1935, 2022
Neural nonnegative matrix factorization for hierarchical multilayer topic modeling
M Gao, J Haddock, D Molitor, D Needell, E Sadovnik, T Will, R Zhang
2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019
Adaptive model predictive control with ensembled multi-time scale deep-learning models for smart control of natural ventilation
EX Chen, X Han, A Malkawi, R Zhang, N Li
Building and Environment 242, 110519, 2023
On the optimal control of network LQR with spatially-exponential decaying structure
RC Zhang, W Li, N Li
2023 American Control Conference (ACC), 1775-1780, 2023
Regularized robust mdps and risk-sensitive mdps: Equivalence, policy gradient, and sample complexity
R Zhang, Y Hu, N Li
arXiv preprint arXiv:2306.11626, 2023
Multi-agent reinforcement learning with reward delays
Y Zhang, R Zhang, Y Gu, N Li
Learning for Dynamics and Control Conference, 692-704, 2023
On the relationship of optimal state feedback and disturbance response controllers
RC Zhang, Y Zheng, W Li, N Li
IFAC-PapersOnLine 56 (2), 7503-7508, 2023
Markov games with decoupled dynamics: Price of anarchy and sample complexity
R Zhang, Y Zhang, R Konda, B Ferguson, J Marden, N Li
2023 62nd IEEE Conference on Decision and Control (CDC), 8100-8107, 2023
Scalable Reinforcement Learning for Linear-Quadratic Control of Networks
J Olsson, R Zhang, E Tegling, N Li
arXiv preprint arXiv:2401.16183, 2024
Cooperative Multi-Agent Graph Bandits: UCB Algorithm and Regret Analysis
P Paschalidis, R Zhang, N Li
arXiv preprint arXiv:2401.10383, 2024
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