Patrick Langechuan Liu

AI

A Crash Course of Planning for Perception Engineers in Autonomous Driving

The fundamentals of planning and decision-making Patrick Langechuan Liu · Follow Published in Towards Data Science · 43 min read · 2 hours ago — AlphaGo, ChatGPT and FSD (image credit Elena Popova, Karthik Sridasyam and Jonathan Kemper on Unsplash) A classical modular autonomous driving system typically consists of perception, prediction, planning, and control. Until around 2023, AI (artificial intelligence) or ML (machine learning) primarily enhanced perception in most mass-production autonomous driving systems, with its

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