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SE -805 Advance Artificial Intelligence
Campus MCS
Programs PG
Session Spring Semester 2017
Course Title Advance Artificial Intelligence
Course Code SE -805
Credit Hours 3+0
Pre-Requisutes none
Course Objectives This course focuses on the set of computational tools and techniques, which mimic the human decision-making process and capability. The objective of this course is to cover the basic topics in uncertain reasoning and machine learning that are commonly used in modern artificial intelligence. Emphasis will be on concepts and algorithms and not on "cookbook" techniques or current commercial systems.
Detail Content

1

Administrivia, intro to AI, Agents

2

Search basics, Recent advances in search

3

Logic inference, Planning using logic

4

Managing uncertainty, Prob. Reasoning

5

Planning under uncertainty, Learning theory

6

Supervised learning, Reinforcement learning

7

Perception learning, Robotics

8

Mental development.

Text/Ref Books

Text Book:

1.  Artificial Intelligence, Russell and Norvig, Prentice-Hall, 2003 (edition 2)

Reference:

1.  Introduction to Artificial Intelligence : Second, Enlarged Edition by Philip C. Jackson

Time Schedule Spring Semester 2015
Faculty/Resource Person NUST University of Manchester, United Kingdom
Discipline: Computer Science
Specialization: Computational Linguistics and Text Mining