| Date | Topic | Reading | Wk | Notes | ||
| T,R | Aug/Sep | 30,1 | Overview of AI Uninformed Search |
Chapter 1,2 | 1 | Intro, Search |
| R | Sept | 8 |
Labor Day Holiday, no class Tuesday, 9/6 Uninformed Search |
Chapter 2 | 2 |
Video: Lecture 3 |
| T,R | Sept | 13,15 |
Informed Search |
Chapter 3 | 3 | Gaming |
| T,R | Sept | 20,22 | Game Playing | Chapter 4 | 4 | |
| T,R | Sept | 27,29 | Game Playing, Video Game AI |
Chapter 4 |
5 | |
| T,R | Oct | 4,6 |
Knowledge Representation, Semantic Networks, Logic |
Chapter 5 | 6 |
Video: Lecture 10, Lecture 11 |
| T,R | Oct | 11,13 | Prolog (Review?) | . | 7 |
Video: Lecture 12 |
| T,R | Oct | 18,20 |
Midterm Exam 10/20 Machine Learning Intro |
Chapter 6 | 8 |
Exam #1 Topics
Video: Lecture 13 |
| T,R | Oct | 25,27 |
Decision Trees, Markov Models |
Chapter 6 |
9 |
Video: Lecture 14, Lecture 15 |
| T,R | Nov | 1,3 |
Evolutionary Computation Project Review, Thursday 10/3 |
Chapter 7 | 10 |
Video: Lecture 16, Lecture 17 |
| T,R | Nov | 8,10 |
Neural Networks |
Chapter 8-9 | 11 |
Video: Lecture 18, Lecture 19 |
| T,R | Nov | 15,17 | Agent Architectures Biologically Inspired AI |
Chapters 11-12 | 12 |
Video: Lecture 20, Lecture 21 |
| T | Nov | 22 |
Information Retrieval Thankgiving Holiday 11/24 |
. |
13 |
Video: Lecture 22 |
| T/R | Nov/Dec | 29,1 | Monte Carlo Trees, TBD |
. | 14 |
Introduction to Monte Carlo Trees, Present and Future of AI Video: Lecture 23, (No Lecture 24 video, data corruption...) |
| T,R | Dec | 6,8 | AI Tournament, Tuesday Dec. 6 - Come to CS Lab AI Presentations, Thursday 12/8, Wrapup |
. | 15 |
Video: Lecture 25 |
| R | Dec | 15 | Final Exam, Thursday 12/15 | . | Finals Week | Thursday, 12/15, 1:00-3:45 PM |