Introduction to Artificial Intelligence (32110190) @ Minjiang University

by Tao Wang

Course Information

Instructor Tao Wang <twang@mju.edu.cn>
Office hours Wednesdays, 16:00-17:00. Level 4 Wucheng Bldg.
Textbook Artificial Intelligence: A Modern Approach (3rd edition)
Resources UC Berkeley CS188: Introduction to Artificial Intelligence

Tentative Schedule

Lectures          Topic
Lecture 1 Introduction
Lecture 2 Uninformed and Informed Search
Lecture 3 Constraint Satisfaction Problems
Lecture 4 Adversarial Search, Expectimax
Lecture 5 Markov Decision Processes
Lecture 6 Reinforcement Learning
Lecture 7 Probability
Lecture 8 Hidden Markov Models
Lecture 9 Bayes' Nets I
Lecture 10 Bayes' Nets II
Lecture 11 Machine Learning: Naive Bayes
Lecture 12 Machine Learning: Perceptrons
Lecture 13 Machine Learning: Kernels and Clustering
Lecture 14 Advanced Applications: Computer Vision I
Lecture 15 Advanced Applications: Computer Vision II
Lecture 16 Advanced Applications: NLP, Games and Robotic Cars

Availability

This course has been offered in the following semesters:

  1. Fall 2017 (2014 Class of Software Engineering, Piazza)
  2. Spring 2019 (2016 Class of Computer Science)
  3. more...

Feedback

Please send any feedback to the course instructor Tao Wang <twang@mju.edu.cn>.

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Last Updated: 2018