Hepeng Li

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 17

Top Topics

Spectrum Sensing

Reinforcement Learning

Energy Management

Top Venues

IEEE Trans. Smart Grid

Publications

Hepeng Li, Xiangnan Zhong, Haibo He
An Improved Trust-Region Method for Off-Policy Deep Reinforcement Learning. IJCNN (2023)
Zhenhua Wang, Hepeng Li, Haibo He, Yan Sun
Robust Distributed Finite-time Secondary Frequency Control of Islanded AC Microgrids With Event-Triggered Mechanism. ISGT (2023)
Hepeng Li, Haibo He
Learning to Operate Distribution Networks With Safe Deep Reinforcement Learning. IEEE Trans. Smart Grid 13 (3) (2022)
Hepeng Li, Nicholas Clavette, Haibo He
An Analytical Update Rule for General Policy Optimization. ICML (2022)
Zhenhua Wang, William Danilczyk, Hepeng Li, Haibo He, Yan Lindsay Sun
Resilient Predictor-Based Load Frequency Control for Multi-Region Power Systems Under DoS Attacks. ISGT (2022)
Hepeng Li, Nicholas Clavette, Haibo He
An Analytical Update Rule for General Policy Optimization. CoRR (2021)
Hepeng Li, Zhenhua Wang, Lusi Li, Haibo He
Online Microgrid Energy Management Based on Safe Deep Reinforcement Learning. SSCI (2021)
Lusi Li, Laura Slayton, Hepeng Li, Haibo He
Multi-view Semi-Supervised Learning for Cooperative Spectrum Sensing. SSCI (2021)
Hepeng Li, Zhenhua Wang, Haibo He
Distributed Volt-VAR Optimization based on Multi-Agent Deep Reinforcement Learning. IJCNN (2021)
Hepeng Li, Haibo He
Multi-Agent Trust Region Policy Optimization. CoRR (2020)
Hepeng Li, Zhiqiang Wan, Haibo He
Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning. IEEE Trans. Smart Grid 11 (3) (2020)
Hepeng Li, Zhiqiang Wan, Haibo He
Real-Time Residential Demand Response. IEEE Trans. Smart Grid 11 (5) (2020)
Zhiqiang Wan, Lusi Li, Hepeng Li, Haibo He, Zhen Ni
One-Shot Unsupervised Domain Adaptation for Object Detection. IJCNN (2020)
Hepeng Li, Zhiqiang Wan, Haibo He
A Deep Reinforcement Learning Based Approach for Home Energy Management System. ISGT (2020)
Zhiqiang Wan, Hepeng Li, Haibo He, Danil V. Prokhorov
Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning. IEEE Trans. Smart Grid 10 (5) (2019)
Peng Zeng, Hepeng Li, Haibo He, Shuhui Li
Dynamic Energy Management of a Microgrid Using Approximate Dynamic Programming and Deep Recurrent Neural Network Learning. IEEE Trans. Smart Grid 10 (4) (2019)
Zhiqiang Wan, Hepeng Li, Haibo He
Residential Energy Management with Deep Reinforcement Learning. IJCNN (2018)
Zhongwen Li, Chuanzhi Zang, Peng Zeng, Haibin Yu, Hepeng Li, Jing Bian
Mixed H2 / H∞ optimal control for three-phase Grid Connected Converter. ICIA (2015)