Hepeng Li - Publications, H-index & Citations

Hepeng Li

hunan university

10H指数

27论文数

1.4K被引数

收录论文 7

发表时间

From black-box to white-box: Interpretable deep reinforcement learning with Kolmogorov-Arnold networks for autonomous driving 从黑箱到白箱：基于Kolmogorov-Arnold网络的自动驾驶可解释深度强化学习

Transportation Research Part C: Emerging Technologies

IF0

2025-10-25

PREAI

Jiakun Huang; Rongliang Zhou; Mingjun Li; Hepeng Li; Yaxuan Liu; Xiaolin Song

Knowledge transfer from simple to complex: A safe and efficient reinforcement learning framework for autonomous driving decision-making

ADVANCED ENGINEERING INFORMATICS

IF9.9

2025-05-01

PREAI

Zhou, Rongliang; Huang, Jiakun; Li, Mingjun; Li, Hepeng; Cao, Haotian; Song, Xiaolin

Multiagent Trust Region Policy Optimization

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-09-01

OAAI

Li, Hepeng; He, Haibo

Learning to Operate Distribution Networks With Safe Deep Reinforcement Learning 通过安全的深度强化学习来学习运营分销网络

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2022-05-01

PREAI

Li, Hepeng; He, Haibo

Real-Time Residential Demand Response

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2020-09-01

136

OAAI

Li, Hepeng; Wan, Zhiqiang; He, Haibo

Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning 基于安全深度强化学习的约束电动汽车充电调度

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2020-05-01

221

OAAI

Li, Hepeng; Wan, Zhiqiang; He, Haibo

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

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2019-09-01

268

PREAI

Wan, Zhiqiang; Li, Hepeng; He, Haibo; Prokhorov, Danil

研究方向