Decision-making of autonomous driving based on reinforcement learning

This project aims to utilize a particular machine learning technique called reinforcement learning (RL) in order to develop a particular technological aspect of autonomous vehicles (AV) called decision-making. A few commonly used RL algorithms such as PPO, SAC & TD3 will be implemented along wit...

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Bibliographic Details
Main Author: Shi, Max Ziyi
Other Authors: Lyu Chen
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/177878