课程简介

The objective of this class is to teach you modern AI. You will learn about the basic techniques and tricks of the trade. We also aspire to excite you about the field of AI.

课程详情

This class introduces students to the basics of Artificial Intelligence, which includes machine learning, probabilistic reasoning, robotics, and natural language processing.

Overview of AI

Statistics, Uncertainty, and Bayes networks

Machine Learning

Logic and Planning

Markov Decision Processes and Reinforcement Learning

Hidden Markov Models and Filters

Adversarial and Advanced Planning

Image Processing and Computer Vision

Robotics and robot motion planning

Natural Language Processing and Information Retrieval