Autonomous Driving Driven by Artificial Intelligence: Development Status and Future Prospects
Main Article Content
Keywords
artificial intelligence, computer vision, deep learning, reinforcement learning, autonomous driving, vehicle‒road coordination
Abstract
This paper aims to explore the current status and future development trends of artificial intelligence technology in the field of autonomous driving. By analyzing the application of artificial intelligence technologies such as computer vision, deep learning and reinforcement learning in autonomous driving, this paper shows that autonomous driving is currently a hot topic in society. At present, L2 and L3 autonomous driving systems have been launched. In the future, autonomous driving may develop in the direction of vehicle‒road collaboration and L4 unmanned delivery. In addition, we still face many challenges, such as the accuracy attenuation of computer vision algorithms in extreme weather and the proportion of responsibility between car companies and users in autonomous driving accidents.
References
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