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. Spring 2020 (2017 Class of Information Security)
  4. more...

Feedback

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

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Last Updated: 2018