Date | Topic | Material / Reading | Event | Due |
---|---|---|---|---|
Week 1 Tuesday Jan 9 |
Introduction
[slides] |
AIMA Chapter 1.1 1.2 | ||
Thursday Jan 11 | Intelligent Agents
[slides] |
AIMA Chapter 2.1 2.2 2.3 2.4 | ||
Week 2 Tuesday Jan 16 |
Class Cancelled | HW 1 Out | ||
Thursday Jan 18 |
Search
[slides] |
AIMA Chapter 3 | ||
Week 3 Tuesday Jan 23 |
Uninformed Search
[slides] |
AIMA Chapter 3 | ||
Thursday Jan 25 | Informed Search
[slides] |
AIMA Chapter 3 | ||
Week 4 Tuesday Jan 30 |
Games and Adversarial Search
[slides] |
AIMA Chapter 5 | ||
Thursday Feb 1 | Games and Adversarial Search
[slides] |
AIMA Chapter 5 | HW 1 Due | |
Week 5 Tuesday Feb 6 |
Non-classical Search
[slides] |
AIMA Chapter 4 | HW 2 Out | |
Thursday Feb 8 | Non-classical Search
[slides] |
AIMA Chapter 4 | ||
Week 6 Tuesday Feb 13 |
Constraint Satisfaction Problem
[slides] |
AIMA Chapter 6 | ||
Thursday Feb 15 | Constraint Satisfaction Problem
[slides] |
AIMA Chapter 6 | ||
Week 7 Tuesday Feb 20 |
HW 3
[slides] |
HW 3 Out | ||
Thursday Feb 22 | Logical Agents
[slides] |
AIMA Chapter 7 | HW 2 Due | |
Week 8 Tuesday Feb 27 |
Propositional Logic
[slides] |
AIMA Chapter 7 | ||
Thursday Feb 29 | First-Order Logic
[slides] |
AIMA Chapter 8 | HW 3.1 Due | |
Week 9 Tuesday March 5 |
Spring Break | |||
Thursday March 7 | Spring Break | |||
Week 10 Tuesday March 12 |
Logical Inference
[slides] |
AIMA Chapter 7,8,9 | HW 4 Out | |
Thursday March 14 | Probabilistic Agents
[slides] |
AIMA Chapter 13 | ||
Week 11 Tuesday March 19 |
Naive Bayes Classifier
[slides] |
AIMA Chapter 13, 20 | HW 3.2 Due | |
Thursday March 21 | Naive Bayes Classifier
[slides] |
AIMA Chapter 13, 20 | ||
Week 12 Tuesday March 26 |
Bayesian Networks
[slides] |
AIMA Chapter 14 | HW 4 Due | |
Thursday March 28 | Bayesian Networks
[slides] |
AIMA Chapter 14 | HW 5 Out | |
Week 13 Tuesday April 2 |
Bayesian Networks
[slides] |
AIMA Chapter 14 | ||
Thursday April 4 | Hidden Markov Models
[slides] |
SLP Appendix A | ||
Week 14 Tuesday April 9 |
Hidden Markov Models
[slides] |
SLP Appendix A | ||
Thursday April 11 | Hidden Markov Models
[slides] |
SLP Appendix A | HW 6 Out | HW 5 Due |
Week 15 Tuesday April 16 |
Machine Learning
[slides] |
|||
Thursday April 18 | Neural Networks and Transformers
[slides] |
SLP Chapter 7, 10 | ||
Week 16 Tuesday April 23 |
Large Language Models
[slides] |
SLP Chapter 10 | ||
Thursday April 25 | AI Ethics
[slides] |
On the opportunities and risks of foundation models | HW 6 Due | |
Week 17 Thursday May 2 |
Final Exam Due |