End-to-end autonomous driving based on machine learning

• Main Author: Teo, Ren Hao
• Other Authors: Lyu Chen
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Mechanical engineering
• Online Access: https://hdl.handle.net/10356/167648
• Institution: Nanyang Technological University

In this project, we will explore the end-to-end approach to autonomous driving through machine learning. This project will be executed on the Donkey Simulator, a remote-control car simulator built on the Unity game platform. We will focus mainly on reinforcement learning algorithms as our primary ma...