Reinforcement Learning Energy Management for Hybrid Electric Tracked Vehicle with Deep Deterministic Policy Gradient

2022 ◽  
pp. 879-893
Author(s):  
Bin Zhang ◽  
Jinlong Wu ◽  
Yuan Zou ◽  
Xudong Zhang
Keyword(s):  
Reinforcement Learning ◽  
Energy Management ◽  
Tracked Vehicle ◽  
Policy Gradient ◽  
Hybrid Electric

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

2019 ◽  
Vol 254 ◽  
pp. 113708 ◽  
Author(s):  
Xuefeng Han ◽  
Hongwen He ◽  
Jingda Wu ◽  
Jiankun Peng ◽  
Yuecheng Li
Keyword(s):  
Reinforcement Learning ◽  
Energy Management ◽  
Tracked Vehicle ◽  
Q Learning ◽  
Hybrid Electric

Deep reinforcement learning based energy management for a hybrid electric vehicle

Energy ◽  
2020 ◽  
Vol 201 ◽  
pp. 117591 ◽  
Author(s):  
Guodong Du ◽  
Yuan Zou ◽  
Xudong Zhang ◽  
Teng Liu ◽  
Jinlong Wu ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Electric Vehicle ◽  
Energy Management ◽  
Hybrid Electric Vehicle ◽  
Hybrid Electric
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