Browsing Mechanical and Mechatronics Engineering by Author "Liang, Rocky"
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Imitation Learning and Direct Perception for Autonomous Driving
Liang, Rocky (University of Waterloo, 2020-09-15)This thesis presents two learning based approaches to solve the autonomous driving problem: end-to-end imitation learning and direct visual perception. Imitation learning uses expert demonstrations to build a policy that ...