A Machine Learning Model for Adaptive Traffic Light Control System with Self-Organizing Map and Reinforcement Learning

Thesis

Kao, Ying-Cih

Masters, 國立清華大學, 資訊工程學系所

2017

Abstract

機器學習

自我映射組織圖

增強式學習

交通燈號控制

machine learning

self-organizing map

reinforcement learning

traffic light control

abstract hide

1 Record Views

Title: A Machine Learning Model for Adaptive Traffic Light Control System with Self-Organizing Map and Reinforcement Learning
Translated title: A Machine Learning Model for Adaptive Traffic Light Control System with Self-Organizing Map and Reinforcement Learning
Creators: Kao, Ying-Cih
Contributors: Wu, Cheng-Wen (Advisor)
Awarding Institution: 國立清華大學, 資訊工程學系所; Masters
Theses and Dissertations: Masters, 國立清華大學, 資訊工程學系所
Language: English
Resource Type: Thesis
Date published: 2017