ARTIFICIAL INTELLIGENCE (CS60045) Autumn 2018-19
Taught by: Prof. Pallab Dasgupta and Prof. Partha Pratim Chakrabarti Teaching Assistant: Antonio A. Bruto Da Costa Sudipa Mandal Sayandeep Saha Sohan Patro Class Timing: Thursday: 9:00 AM - 9:55 AM Friday: 11:00 AM - 12:55 PM

Course Material

Lecture Date	Topic	Slide (PDF)	Remarks
18/07/2018	Course Introduction	[PDG Lec1]
19/07/2018	Problem Solving by Search (Cont...)	[PDG Lec2]
26/07/2018	Problem Solving by Search (Cont...)
27/07/2018	Problem Solving by Search
27/07/2018	Informed State Space Search (Cont...)	[PDG Lec3]
02/08/2018	Informed State Space Search (Cont...)
03/08/2018	Logical Deduction: I Introduction to Propositional Logic	[PPC Lec1]
09/08/2018	Informed State Space Search	[PDG Lec3]
10/08/2018	Logical Deduction: II Introduction to Predicate Logic	[PPC Lec2]
16/08/2018	Problem Reduction Search: AND/OR Graphs and Game Trees (Cont...)	[PDG Lec4]	NOTICE AI Class Test #1: August 29, 2018 Time: 10:00 AM - 11:00 AM Venue: V1 Class Room
17/08/2018	Logical Deduction: III Method of Resolution Refutation	[PPC Lec3]
23/08/2018	Problem Reduction Search: AND/OR Graphs and Game Trees (Cont...)	[PDG Lec4]
24/08/2018	Preparatory Lecture 1 Search, Game Trees and Logic	[Prep Lec 1]	[Partial Solutions]
30/08/2018	Problem Reduction Search: AND/OR Graphs and Game Trees (Cont...)	[PDG Lec4]
31/08/2018	Problem Reduction Search: AND/OR Graphs and Game Trees
06/09/2018	Introduction to Planning (cont...)	[PDG Lec5]
07/09/2018	Discussion - Class Test 1	[CT1-Solved]
12/09/2018	Introduction to Planning (cont...)	[PDG Lec5]
13/09/2018	Introduction to Planning (cont...)
14/09/2018	Introduction to Planning	[Tutorial - Planning]
27/09/2018	GraphPlan and SATPlan (Cont...)	[PDG Lec6]
28/09/2018	GraphPlan and SATPlan
4/10/2018	Reasoning under Uncertainty (Cont...)	[PDG Lec7]
11/10/2018	Reasoning under Uncertainty (Cont...)
12/10/2018	Reasoning under Uncertainty - Turotial	[Tutorial]
25/10/2018	Introduction to Machine Learning	[PDG Lec8]	A tutorial class will be held on Oct 31st. Class Test 2 will be held on Nov 2nd 2018 during class hours.
26/10/2018	Decision Tree Learning	[PDG Lec9]	[MidSem-Solutions]
31/10/2018	Reasoning under Uncertainty, FOL Skolemization - Turotial	[Tutorial]
1/11/2018	Neural Networks and Deep Learning	[PDG Lec9]
2/11/2018	Neural Networks and Deep Learning (Cont...)
8/11/2018	Convolutional and Recurrent Neural Networks	[PDG Lec10]