Concepedia

Hepeng Li

HL

10

Publications

1.3K

Citations

10

H-Index

2018

Active since

Affiliations

University of Rhode Island(Current)

Toyota Research Institute

Chinese Academy of Sciences

Shenyang Institute of Automation

Hepeng Li is an author at University of Rhode Island specializing in engineering, systems engineering, and smart grid.

Top concepts

EngineeringSystems EngineeringSmart GridEnergy ManagementComputer ScienceMachine LearningArtificial IntelligenceEducationOperations ResearchReinforcement Learning (Computer Engineering)

Publications per year

2018–2023

10

Publications

10

Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning

Zhiqiang Wan, Hepeng Li, Haibo He et al. · IEEE Transactions on Smart Grid · 2018 · 498 citations · Full text

Electrical Engineering, Engineering, Reinforcement Learning (Computer Engineering) +15

Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning

Hepeng Li, Zhiqiang Wan, Haibo He · IEEE Transactions on Smart Grid · 2019 · 392 citations · Full text

Engineering, Machine Learning, Education +17

Real-Time Residential Demand Response

Hepeng Li, Zhiqiang Wan, Haibo He · IEEE Transactions on Smart Grid · 2020 · 194 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Learning to Operate Distribution Networks With Safe Deep Reinforcement Learning

Hepeng Li, Haibo He · IEEE Transactions on Smart Grid · 2022 · 128 citations

Artificial Intelligence, Constrained Policy Optimization, Engineering +16

Multiagent Trust Region Policy Optimization

Hepeng Li, Haibo He · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 44 citations

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