108年第2學期-5327 人工智慧之物理研究應用專題(二) 課程資訊

課程分享

選課分析

本課程名額為 70人,已有11人選讀,尚餘名額59人。

評分方式

評分項目 配分比例 說明
Project assignment 100

授課教師

施奇廷 吳桂光

教育目標

This course will focus on the application of machine learning on physical problems, and is a continuation of "Special Topics for Applications of Artificial Intelligence on Physics Research". Students will be assigned to specified projects and are required to finish the projects under the guidance of the supervisors. The students will learn research methods, various types of machine learning, data collections, and receive training on the application of machine learning on specified problems.

課程資訊

參考書目

Python Machine Learning 2nd Ed.
Sebastian Raschka and Vahid Mirjalili
Packt Publishing Ltd.

Reinforcement Learning: An introduction. 2nd Edition
Richard S. Sutton and Andrew G. Barto
The MIT Press