Hepeng Li

IEEE Trans. Neural Networks Learn. Syst., September, 2024

Knowledge Transfer from Simple to Complex: A Safe and Efficient Reinforcement Learning Framework for Autonomous Driving Decision-Making.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Robust Distributed Finite-time Secondary Frequency Control of Islanded AC Microgrids With Event-Triggered Mechanism.

[BibT_eX]

[DOI]

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023

An Improved Trust-Region Method for Off-Policy Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Xiangnan Zhong

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Learning to Operate Distribution Networks With Safe Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2022

Resilient Predictor-Based Load Frequency Control for Multi-Region Power Systems Under DoS Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2022

An Analytical Update Rule for General Policy Optimization.

[BibT_eX]

[DOI]

Nicholas Clavette

Proceedings of the International Conference on Machine Learning, 2022

2021

Online Microgrid Energy Management Based on Safe Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Multi-view Semi-Supervised Learning for Cooperative Spectrum Sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Distributed Volt-VAR Optimization based on Multi-Agent Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Zhenhua Wang

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Real-Time Residential Demand Response.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

Multi-Agent Trust Region Policy Optimization.

[BibT_eX]

[DOI]

CoRR, 2020

A Deep Reinforcement Learning Based Approach for Home Energy Management System.

[BibT_eX]

[DOI]

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

One-Shot Unsupervised Domain Adaptation for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Dynamic Energy Management of a Microgrid Using Approximate Dynamic Programming and Deep Recurrent Neural Network Learning.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2019

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

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2019

2018

Residential Energy Management with Deep Reinforcement Learning.

[BibT_eX]

[DOI]