Visual Detection and Deep Reinforcement Learning-Based Car Following and Energy Management for Hybrid Electric Vehicles

IEEE Transactions on Transportation Electrification(2022)

引用 21|浏览17
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摘要
Practical vision-based technology is essential for the autonomous driving of intelligent hybrid electric vehicles. In this article, a hierarchical control structure is proposed, which combines you only look once-based object detection and learning-based intelligent control by deep reinforcement learning. After modeling a typical car-following scene, the leading car is detected in the driving image...
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关键词
Energy management,Hybrid electric vehicles,Mechanical power transmission,Fuel economy,Centralized control,Artificial intelligence,Task analysis
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