A comparative study of deep reinforcement learning based energy management strategy for hybrid electric vehicle

Voronoi-Based Multi-Robot Autonomous Exploration in Unknown Environments via Deep Reinforcement Learning

Junyan Hu, Hanlin Niu, Joaquín Carrasco et al. · IEEE Transactions on Vehicular Technology · 2020 · 418 citations · Full text

Computing, Autonomous Systems, Computer Science +17

Rule-interposing deep reinforcement learning based energy management strategy for power-split hybrid electric vehicle

Renzong Lian, Jiankun Peng, Yuankai Wu et al. · Energy · 2020 · 348 citations

Engineering, Automotive Engineering, Electric Vehicle Engineering +15

Data-Driven Battery State of Health Estimation Based on Random Partial Charging Data

Zhongwei Deng, Penghua Li, Xianke Lin et al. · IEEE Transactions on Power Electronics · 2021 · 325 citations

Engineering, Automotive Engineering, Electric Vehicle Engineering +16

Energy management based on reinforcement learning with double deep Q-learning for a hybrid electric tracked vehicle

Xuefeng Han, Hongwen He, Jingda Wu et al. · Applied Energy · 2019 · 265 citations

Engineering, Automotive Engineering, Autonomous Systems +14

A survey of powertrain configuration studies on hybrid electric vehicles

Weichao Zhuang, Shengbo Eben Li, Xiaowu Zhang et al. · Applied Energy · 2020 · 252 citations

Engineering, Automotive Engineering, Electrical Engineering +14