Reinforcement learning-based route guidance system with dynamic traffic condition

• المؤلف الرئيسي: Li, Yuzhen
• مؤلفون آخرون: Wang Dan Wei
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/155442
• المؤسسة: Nanyang Technological University

This paper proposes a method of using reinforcement learning to solve dynamic route planning problems, and the change from static learning rate to dynamic learning rate is capable of dealing with emergent congestion. Firstly, some conventional algorithms and reinforcement learning methods are introd...