Course Title: Artificial Intelligence

Course Code: CSC 470

Credit Hours: 2 + 1

Pre Requisite:

Course Instructor:  Assistant professor Faiz ul haque Zeya

                             B.E NED University.

                             M.S Computer Science University of Tulsa,OK,USA

Office: Cubicle 2 basement Bahria University.

Ext: 216

Course home page: http://transys.us/ai/fa2010.htm

Courses page: http://transys.us/courses.htm

Instructor Email: ceo@transys.us

Class: BSE 7 and BSCS 7 7th semester students of bachelor of software engineering

And computer science.

 

Course Contents:

Week             Topics

1

Introduction, Computing machinery and intelligence by Alan M Turing .  History of Artificial Intelligence

2

PEAS, Models of agent, Characteristics, Autonomy of agents,ACL,

Agent architecture

3

Uninformed search.

4

Informed search Genetic programming.

5

CSP

6

Adversarial search

7

Proposition Logic

8

Proposition Logic

9

Presentation

10

First order logic.

11

Hidden Markov Model,Bayesian Networks.

12

Planning

13

Neural networks

14

Decision tree. (from book)

15

Philosophy of AI

16

Revision

\

 

Text Book: 1.Artificial intelligence: A modern approach

                   By Stuart Russell and  Peter Norvig
                  2. Lisp programming programming by Faiz ul haque Zeya

                             http://www.transys.us/lisp.htm link on Wikipedia

                  3  Prolog programming language by Faiz ul haque Zeya

                             http://www.transys.us/ppl.htm link on wikibook

               Course handouts.                                                  

 

 

Some useful Links.

 

 

1.   Computing machinery and intelligence A M Turing http://www.abelard.org/turpap/turpap.php

2.   Kurt Godel’s incompleteness theorem

3.   Software agent UMBC http://agents.umbc.edu/

4.   On formally decidable propositions of principia mathematica and others

By Kurt Goedel http://www.geier.hu/GOEDEL/Godel_orig/godel3.htm

5.   AI FAQ http://www.faqs.org/faqs/ai-faq/

6.   AISOW An Intelligent system on the web. By Faiz ul haque Zeya http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.23.4781

7.