DATE TOPICS REQUIRED OPTIONAL PROBLEM SETS
01/18/2018 Introduction to AI Problem set 0
01/23/2018 Rational agents C 2
01/25/2018 Uninformed search C 3.1 - 3.4
01/30/2018 Informed search C 3.5 - 3.6
02/01/2018 A* Problem set 1
02/06/2018 Constraint Satisfaction Problems C 6
02/08/2018 Local search C 4.1 C 4.2 - 4.6, C 5 Problem set 2
02/13/2018 Propositional Logic C7
02/15/2018 QUIZ 1
02/20/2018 Inference with Propositional Logic
02/22/2018 NO CLASS: Monday schedule
02/27/2018 First-order Logic C8
03/01/2018 Inference with First-order Logic C9
03/06/2018 Planning and acting in the real world C 10, 11 Problem set 3
03/08/2018 Probability Theory C 13
03/13/2018 QUIZ 2
03/15/2018 Probabilistic reasoning
03/20/2018 NO CLASS: Spring recess
03/22/2018 NO CLASS: Spring recess
03/27/2018 Bayes networks C 14
03/29/2018 Inference with Bayes networks Problem set 4
04/03/2018 Markov Models C 15 C 16, 17
04/05/2018 Hidden Markov Models
04/10/2018 Learning by examples C 18.1 - 18.6 Problem set 5
04/12/2018 QUIZ 3
04/17/2018 Supervised Artifical Neural Networks C 18.7 C 19, 20, 21
04/19/2018 Unsupervised Artifical Neural Networks
04/24/2018 Cognitive architectures
04/26/2018 Ethics in AI C 26, 27
05/04/2018 QUIZ 4