Fall 2017
Meets: Mondays, Wednesdays, Fridays 10:10-11:00am in Clough Commons 152
Instructor: Prof. Mark Riedl (riedl@cc.gatech.edu)
Office hours: Tuesdays: 2:30-4:30pm, TSRB 228
Home | Schedule | Assignments | Grading | Piazza |
Week | Date | Topic | Reading | Due |
1 | 8/21 | Intro to AI + syllabus | Ch. 1 | |
8/23 | Intro to AI | Ch. 1 | ||
8/25 | Agents and environments | Ch. 2 | ||
2 | 8/28 | Agents and environments | Ch. 2 | Project 0 |
8/30 | Search | Ch. 3 | ||
9/1 | Search | Ch. 3 | ||
3 | 9/4 | Holiday | ||
9/6 | Search | Ch. 3 | ||
9/8 | Search | Ch. 3 | ||
4 | 9/11 | Search | Ch. 3 | |
9/13 | Search | Ch. 4 | ||
9/15 | Search | Ch. 4 | ||
5 | 9/18 | Search | Ch. 5 | |
9/20 | Search | Ch. 5 | ||
9/22 | Search | Ch. 5 | ||
6 | 9/25 | Intro to neural nets | Ch. 17 | Project 1 (9/24 at 11:55pm) |
9/27 | Intro to neural nets | Ch. 17 | ||
9/29 | Markov decision processes | Ch. 17 | ||
7 | 10/2 | Markov decision processes | Ch. 17 | |
10/4 | Markov decision processes | |||
10/6 | Markov decision processes & reinforcement learning | |||
8 | 10/9 | Fall Break | ||
10/11 | Markov decision processes & reinforcement learning | |||
10/13 | Midterm exam | Ch. 14 | ||
9 | 10/16 | Reasoning with uncertainty | Ch. 14 | |
10/18 | Reasoning with uncertainty | Ch. 14 | ||
10/20 | Reasoning with uncertainty | Ch. 14 | Project 2 (10/22 at 11:55pm) | |
10 | 10/23 | Reasoning with uncertainty | Ch. 14 | |
10/25 | Probabilistic reasoning over time | Ch. 15 | ||
10/27 | Probabilistic reasoning over time | Ch. 15 | ||
11 | 10/30 | Probabilistic reasoning over time | Ch. 15 | |
11/1 | Learning | Ch. 18 | ||
11/3 | Learning | Ch. 18 | ||
12 | 11/6 | Learning | Ch. 18 | |
11/8 | Learning | Ch. 18 | ||
11/10 | Learning | Ch. 18 | Project 3 (11/12 at 11:55pm) | |
13 | 11/13 | Learning | Ch. 18 | |
11/15 | Neural networks and deep learning | |||
11/17 | Neural networks and deep learning | |||
14 | 11/20 | Neural networks and deep learning | ||
11/22 | Holiday | |||
11/24 | Holiday | |||
15 | 11/27 | TBD | ||
11/29 | TBD | |||
12/1 | TBD | |||
16 | 12/4 | TBD | Project 4 (12/3 at 11:55pm) | |
Exam | ??? | Final exam |