ARTIFICIAL INTELLIGENCE (CS60045) Autumn 2019-20

Taught by: Prof. Pallab Dasgupta and Prof. Partha Pratim Chakrabarti Teaching Assistant: Sudipa Mandal (sudipa.mandal@cse.iitkgp.ac.in) Udit Agrawal (uditagrawal20@gmail.com) Koushik Meneni (koushik190498@gmail.com) Charugundla Sree Theerdha (sreetheerdha9@gmail.com) Gunjan Balde (balde.gunjan0812@iitkgp.ac.in) Aditi Singh (aditi.singh@iitkgp.ac.in) Class Timing: Wednesday: 10:00 AM - 10:55 AM Thursday: 9:00 AM - 9:55 AM Friday: 11:00 AM - 12:55 PM

Course Material

Lecture Date	Topic	Slide (PDF)	Remarks
17/07/2019	Course Introduction	[PDG Lec1]
18/07/2019	Background - Computability and Tractability	[PDG Lec1A]
19/07/2019	Problem Solving by Search	[PDG Lec2]
24/07/2019	Local Search	[PDG Lec3]
25/07/2019	Informed State Space Search (Cont...)	[PDG Lec4]
26/07/2019	Informed State Space Search
01/08/2019	Adversarial and Problem Reduction Search	[PDG Lec5]
02/08/2019	Logical Deduction: I	[PPC Lec1]
08/08/2019	Tutorial 1	[Tutorial-1-PPTX]
09/08/2019	Planning	[PDG Lec6]
14/08/2019	Introduction to Predicate Logic	[PPC Lec2]
28/08/2019	Method of Resolution Refutation	[PPC Lec3]
04/09/2019	Introduction to Temporal Logic	[PPC Lec4]
06/09/2019	Tutorial: Propositional and Predicate Logic	[Tutorial 2]
11/09/2019	Constraint Satisfaction Problems - 1	[PPC Lec5]
13/09/2019	Constraint Satisfaction Problems - 2	[PPC Lec6]
	Class Test 1 Solutions	[CT1 Solutions]
10/10/2019	Reasoning under Uncertainty: The intelligent way to handle the unknown	[PDG Lec8]
16/10/2019	Machine Learning Fundamentals	[PDG Lec11]
18/10/2019	Learning Decision Trees	[PDG Lec12]
	Midsem Solutions	[Midsem Solutions]
06/11/2019	Neural Networks and Deep Learning (Cont...)	[PDG Lec4]
07/11/2019	Neural Networks and Deep Learning