Syllabus  |   Lectures  |   Downloads  |   FAQ  |   Ask a question  |  
Course Co-ordinated by IIT Kharagpur
Coordinators
 
Prof. Anupam Basu
IIT Kharagpur

 
Prof. S. Sarkar
IIT Kharagpur

 

Download Syllabus in PDF format



Untitled Document

 

ARTIFICIAL INTELLIGENCE

The course will cover basic ideas and techniques underlying the design of intelligent computer systems. Topics include:

Introduction to AI and intelligent agents.

Problem Solving : Solving Problems by Searching, heuristic search techniques, constraint satisfaction problems, stochastic search methods.

Game Playing : minimax, alpha-beta pruning.

Knowledge and Reasoning : Building a Knowledge Base : Propositional logic, first order logic, situation calculus. Theorem Proving in First Order Logic.

Planning, partial order planning.

Uncertain Knowledge and Reasoning, Probabilities, Bayesian Networks.

Learning : Overview of different forms of learning, Learning Decision Trees, Neural Networks.

Introduction to Natural Language Processing.

Under development

Important: Please enable javascript in your browser and download Adobe Flash player to view this site
Site Maintained by Web Studio, IIT Madras. Contact Webmaster: nptel@iitm.ac.in