Reinforcement learning for selective key applications in power systems: Recent advances and future challenges

Chen , Xin and Qu , Guannan and Tang , Yujie and Low
IEEE Transactions on Smart Grid 13 ( 4) 2935 -2958

45
2022
Running Primal-Dual Gradient Method for Time-Varying Nonconvex Problems

Emiliano Dall'Anese , Steven Low , Andrey Bernstein , Yujie Tang
arXiv: Optimization and Control

25
2018
Zeroth-order Feedback Optimization for Cooperative Multi-Agent Systems

Yujie Tang , Na Li , Zhaolin Ren
conference on decision and control 3649 -3656

10
2020
Analysis of the Optimization Landscape of Linear Quadratic Gaussian (LQG) Control.

Yang Zheng , Yujie Tang , Na Li
arXiv: Optimization and Control

18
2021
Real-Time Optimal Power Flow

Yujie Tang , Krishnamurthy Dvijotham , Steven Low
IEEE Transactions on Smart Grid 8 ( 6) 2963 -2973

192
2017
Optimal Placement of Energy Storage in Distribution Networks

Yujie Tang , Steven H. Low
IEEE Transactions on Smart Grid 8 ( 6) 3094 -3103

27
2017
A Second-Order Saddle Point Method for Time-Varying Optimization

Yujie Tang , Steven Low
2019 IEEE 58th Conference on Decision and Control (CDC) 3928 -3935

2019
Distributed algorithm for time-varying optimal power flow

Yujie Tang , Steven Low
2017 IEEE 56th Annual Conference on Decision and Control (CDC) 3264 -3270

6
2017
A Feedback-Based Regularized Primal-Dual Gradient Method for Time-Varying Nonconvex Optimization

Yujie Tang , Emiliano Dall'Anese , Andrey Bernstein , Steven H. Low
conference on decision and control 3244 -3250

15
2018
6
2020
Distributed Zero-Order Algorithms for Nonconvex Multi-Agent optimization

Yujie Tang , Junshan Zhang , Na Li
allerton conference on communication, control, and computing 781 -786

66
2019
Communication-efficient distributed SGD with compressed sensing

Yujie Tang , Vikram Ramanathan , Junshan Zhang , Na Li
IEEE Control Systems Letters 6 2054 -2059

2
2021
3
2022
Feeder reconfiguration in distribution networks based on convex relaxation of OPF

Qiuyu Peng , Yujie Tang , Steven H Low
IEEE Transactions on Power Systems 30 ( 4) 1793 -1804

100
2014
13
2019
Distributed reinforcement learning for decentralized linear quadratic control: A derivative-free policy optimization approach

Yingying Li , Yujie Tang , Runyu Zhang , Na Li
Learning for Dynamics and Control 814 -814

10
2020
On the Global Optimality of Direct Policy Search for Nonsmooth $\mathcal {H} _ {\infty} $ Output-Feedback Control

Yujie Tang , Yang Zheng
2023 62nd IEEE Conference on Decision and Control (CDC) 6148 -6153

5
2023
Source seeking by dynamic source location estimation

Tianpeng Zhang , Victor Qin , Yujie Tang , Na Li
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2598 -2605

4
2021
Benign Nonconvex Landscapes in Optimal and Robust Control, Part I: Global Optimality

Yang Zheng , Chih-fan Pai , Yujie Tang
arXiv preprint arXiv:2312.15332

2
2023