Hepeng Li

26 papers A* 1B 6Journal 11Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Algorithmic Collusion among EV Charging Stations with Independent Reinforcement Learning Agents.
SmartGridComm
Yulin Zeng, Yiheng Zhao, Yuanliang Li, Yefeng Yuan, Jie Gao, Hepeng Li, Xiao'ou Yang, Hohyun Lee, Yuhong Liu, Jun Yan
2025 — conf
Analyzing Agent Collisions in AI-Aided Energy Management Systems.
SmartGridComm
Yefeng Yuan, Yulin Zeng, Hepeng Li, Jie Gao, Xiao'ou Yang, Mohsen Ghafouri, Yuhong Liu, Jun Yan
2025 B conf
Bridging Theory and Practice of MAPPO for Cooperative Multi-Agent Continuous Control.
IJCNN
Hepeng Li, Haibo He
2025 J jnl
Knowledge transfer from simple to complex: A safe and efficient reinforcement learning framework for autonomous driving decision-making.
Adv. Eng. Informatics
Rongliang Zhou, Jiakun Huang, Mingjun Li, Hepeng Li, Haotian Cao, Xiaolin Song
2025 B conf
Position Paper: Emergent Machina Sapiens Urge Rethinking Multi-Agent Paradigms in Critical Infrastructures.
IJCNN
Hepeng Li, Yuhong Liu, Jun Yan, Jie Gao, Xiao'ou Yang, Mohamed Naili
2025 J jnl
Position: Emergent Machina Sapiens Urge Rethinking Multi-Agent Paradigms.
CoRR
Hepeng Li, Yuhong Liu, Jun Yan
2024 J jnl
Knowledge Transfer from Simple to Complex: A Safe and Efficient Reinforcement Learning Framework for Autonomous Driving Decision-Making.
CoRR
Rongliang Zhou, Jiakun Huang, Mingjun Li, Hepeng Li, Haotian Cao, Xiaolin Song
2024 J jnl
Multiagent Trust Region Policy Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Hepeng Li, Haibo He
2023 B conf
An Improved Trust-Region Method for Off-Policy Deep Reinforcement Learning.
IJCNN
Hepeng Li, Xiangnan Zhong, Haibo He
2023 — conf
Robust Distributed Finite-time Secondary Frequency Control of Islanded AC Microgrids With Event-Triggered Mechanism.
ISGT
Zhenhua Wang, Hepeng Li, Haibo He, Yan Sun
2022 A* conf
An Analytical Update Rule for General Policy Optimization.
ICML
Hepeng Li, Nicholas Clavette, Haibo He
2022 J jnl
Learning to Operate Distribution Networks With Safe Deep Reinforcement Learning.
IEEE Trans. Smart Grid
Hepeng Li, Haibo He
2022 — conf
Resilient Predictor-Based Load Frequency Control for Multi-Region Power Systems Under DoS Attacks.
ISGT
Zhenhua Wang, William Danilczyk, Hepeng Li, Haibo He, Yan Lindsay Sun
2021 J jnl
An Analytical Update Rule for General Policy Optimization.
CoRR
Hepeng Li, Nicholas Clavette, Haibo He
2021 B conf
Distributed Volt-VAR Optimization based on Multi-Agent Deep Reinforcement Learning.
IJCNN
Hepeng Li, Zhenhua Wang, Haibo He
2021 — conf
Multi-view Semi-Supervised Learning for Cooperative Spectrum Sensing.
SSCI
Lusi Li, Laura Slayton, Hepeng Li, Haibo He
2021 — conf
Online Microgrid Energy Management Based on Safe Deep Reinforcement Learning.
SSCI
Hepeng Li, Zhenhua Wang, Lusi Li, Haibo He
2020 — conf
A Deep Reinforcement Learning Based Approach for Home Energy Management System.
ISGT
Hepeng Li, Zhiqiang Wan, Haibo He
2020 J jnl
Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning.
IEEE Trans. Smart Grid
Hepeng Li, Zhiqiang Wan, Haibo He
2020 J jnl
Multi-Agent Trust Region Policy Optimization.
CoRR
Hepeng Li, Haibo He
2020 B conf
One-Shot Unsupervised Domain Adaptation for Object Detection.
IJCNN
Zhiqiang Wan, Lusi Li, Hepeng Li, Haibo He, Zhen Ni
2020 J jnl
Real-Time Residential Demand Response.
IEEE Trans. Smart Grid
Hepeng Li, Zhiqiang Wan, Haibo He
2019 J jnl
Dynamic Energy Management of a Microgrid Using Approximate Dynamic Programming and Deep Recurrent Neural Network Learning.
IEEE Trans. Smart Grid
Peng Zeng, Hepeng Li, Haibo He, Shuhui Li
2019 J jnl
Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning.
IEEE Trans. Smart Grid
Zhiqiang Wan, Hepeng Li, Haibo He, Danil V. Prokhorov
2018 B conf
Residential Energy Management with Deep Reinforcement Learning.
IJCNN
Zhiqiang Wan, Hepeng Li, Haibo He
2015 — conf
Mixed H2 / H∞ optimal control for three-phase Grid Connected Converter.
ICIA
Zhongwen Li, Chuanzhi Zang, Peng Zeng, Haibin Yu, Hepeng Li, Jing Bian