Concepedia

Self-supervised reinforcement learning-based energy management for a hybrid electric vehicle

Chunyang Qi, Yiwen Zhu, Chuanxue Song, Jingwei Cao, Feng Xiao, Xu Zhang, Zhihao Xu, Shixin Song

Journal of Power Sources · 2021 · 47 citations · 43 references

Concepts

EngineeringAutomotive EngineeringAutonomous SystemsElectric Vehicle EngineeringEnergy ManagementPowertrain EngineeringEnergy Management SystemsHybrid PowertrainsPolicy LearningPower Electronics For Hybrid VehiclesReinforcement LearningSelf-supervised LearningEnergy Management In Hybrid VehiclesHybrid Electric VehiclesHybrid Vehicle Energy ManagementSelf-supervised Policy LearningSelf-supervised Reinforcement Learning

References

43

Trust Region Policy Optimization

John Schulman, Sergey Levine, Philipp Moritz et al. · arXiv (Cornell University) · 2015 · 3.1K citations · Full text

Computing, Computer Science, Robotics Engineering +17

Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey

Longlong Jing, Yingli Tian · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 1.9K citations

Computing, Computer Science, Computer Vision +15

Deterministic policy gradient algorithms

David Silver, Guy Lever, Nicolas Heess et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2014 · 1.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Power management strategy for a parallel hybrid electric truck

Chan-Chiao Lin, Huei Peng, Jessy W. Grizzle et al. · IEEE Transactions on Control Systems Technology · 2003 · 1.3K citations

Engineering, Automotive Engineering, Systems Engineering +17

Optimal Control of Parallel Hybrid Electric Vehicles

Antonio Sciarretta, Michael Back, Lino Guzzella · IEEE Transactions on Control Systems Technology · 2004 · 868 citations

Engineering, Automotive Engineering, Electrical Engineering +17