Learning to Drive in the NGSIM Simulator Using Proximal Policy Optimization

As a popular research field, autonomous driving may offer great benefits for human society. To achieve that, current studies often applied machine learning methods like reinforcement learning to enable an agent to interact and learn in a stimulating environment. However, most simulators lack realist...

Full description

Bibliographic Details
Main Authors: Yang Zhou, Yunxing Chen
Format: Article
Language:English
Published: Hindawi-Wiley 2023-01-01
Series:Journal of Advanced Transportation
Online Access:http://dx.doi.org/10.1155/2023/4127486