Tuesday & Thursday 11:30am - 12:45pm @ Sherman 013

This schedule is a guideline and will likely change over the course of the semester

#	Date	Topic/Slides	Event	Suppl. reading	Relevant cool stuff..
1	9/1/2016	Introduction		Ch 1	Google machine learns to master video games (article) Algorithm to learn who to swipe right on Tinder (article) Computer generated music: Melomics Listen to its 2nd album Big data is better data (video) How a driverless car sees the road (video) What happens when computer get smarter than we are (video) The Imitation game - Movie about the life and work of Alan Turing
2	9/6/2016	Agents		Ch 2	The Oatmeal about Google self driving cars (comic/blog) Google’s Driverless Cars Run Into Problem: Cars With Drivers (NYT article) Boston Dynamics Big Hero 6 (movie)
3	9/8/2016	Uninformed Search	HW 1 out	Ch 3	Missionaries and Cannibals flash game
4	9/13/2016	Informed Search		Ch 3	Search demo
5	9/15/2016	Local Search	HW 1 due HW 2 out	Ch 4	Python Introduction
6	9/20/2016	Adversarial Search		Ch 5	Alpha-Beta Pruning Best case Simulation Alpha-Beta Pruning Best case - Time complexity Deep Mind masters Atari games AI Game dev
7	9/22/2016	Constraints		Ch 6	Will you be replaced by a bot? AI + Basketball
8	9/27/2016	Probabilistic reasoning		Ch 13
9	9/29/2016	Probabilistic reasoning	HW 2 due HW 3 out	Ch 14
10	10/4/2016	Bayesian networks			BBN simulator
11	10/6/2016	Intro to Machine Learnings			Visual Introduction to Machine Learning
12	10/11/2016	ML: Linear Regression			Interactive Linear Regression
13	10/13/2016	ML: Logistic Regression	HW 3 due
14	10/18/2016	Mid Term Review			Mid term 2015 + partial soln
15	10/20/2016	Mid term!	HW 4 out		Mid term 2016 Soln Mid term 2016 performance
16	10/25/2016	Mid term & Proj discussion
17	10/27/2016	ML: KNN, Decision trees
18	11/1/2016	ML: Unsupervised
19	11/3/2016	Introduction to Logic	HW 4 due HW 5 out
	11/6/2016		Proj Proposal due
20	11/8/2016	Propositional Logic
21	11/10/2016	First Order Logic
22	11/15/2016	Inference Rule Based Reasoning Resolution			Resolution Notes (Reference)
23	11/17/2016	KRR	HW 5 due HW 6 out
24	11/22/2016	Planning	Proj status report due
---	11/24/2016	Thanksgiving (No class)
25	11/29/2016	NLP
26	12/1/2016	Reinforcement Learning	HW 6 due HW 7 out
27	12/6/2016	Project Presentations/Demos Make AI great again: AI for Rock,paper,scissors SurvivalCraft: AI for minecraft HarambAI: AI for Battleship Tutti Frutti: Revenue forecast by zip Tensor: Image Recognition A-Team: Character Recognition
28	12/8/2016	Project Presentations/Demos Team Pacman: AI for Pacman Team A*: AI for Pacman Team Constrictor: Article classification HAL 9000: Tag prediction for steam games Team Greg: Sentiment Analysis of tweets Accidental Intelligence: Stock price prediction from tweets
29	12/13/2016	Final Review	HW 7 due
29	12/15/2016	Final Exam 10.30am - 12.30pm
	12/22/2016		Project Report due