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political engagement
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rs de ea yr AI Course Lecture 1- 6, notes, slides

www.myreaders.info/ , RC Chakraborty, e-mail rcchak@gmail.com , June 01, 2010 www.myreaders.info/html/artificial_intelligence.html ab

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Artificial Intelligence - Introduction :

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www.myreaders.info

Return to Website

Introduction
Artificial Intelligence
Introduction to Artificial Intelligence, topics : Definitions, goals, approaches, techniques,

and

branches;

Intelligent

behavior,

understanding AI, hard or strong AI, soft or weak AI, cognitive science. General,

engineering and science based AI Goals. AI

approaches - cognitive science, laws of thought, turing test, rational agent. AI Techniques that make system to behave as intelligent describe and match, goal reduction, constraint satisfaction, tree searching, generate and test, rule based systems. Biology-inspired AI techniques - neural networks, genetic algorithms, reinforcement learning. Branches of AI - logical AI, search in AI, pattern recognition, knowledge representation, inferencing, common sense knowledge and reasoning, learning, planning, epistemology, ontology, heuristics, genetic programming. Applications of AI - game playing, speech recognition, understanding natural language, computer vision, expert systems. fo
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rs de ea
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Introduction

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Artificial Intelligence

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Topics
(Lectures 01, 02, 03, 04, 05, 06

6 hours)

Slides
03-10

1. Definitions

Artificial Intelligence, Intelligence, Intelligent behavior, Understanding
AI, Hard or Strong AI,

Soft or Weak AI, Cognitive Science.

2. Goals of AI

11-12

General AI Goal, Engineering based AI Goal, Science based AI Goal.
3. AI Approaches

13-16

Cognitive science, Laws of thought, Turing Test, Rational agent.
4. AI Techniques

17-32

Techniques that make system to


References: C (2002), Prentice Hall, Chapter 1-27, page 1-1057. 3. "Computational Intelligence: A Logical Approach", by David Poole, Alan Mackworth, and Randy Goebel, (1998), Oxford University Press, Chapter 1-12, page 1-608. 5. "AI: A New Synthesis", by Nils J. Nilsson, (1998), Morgan Kaufmann Inc., Chapter 1-25, Page 1-493. 6. "Artificial Intelligence: Theory and Practice", by Thomas Dean, (1994), Addison-Wesley, Chapter 1-10, Page 1-650.
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