Subject Details
Dept     : CSE-IOT
Sem      : 6
Regul    : 2019
Faculty : RR.Kmalakkannan
phone  : NIL
E-mail  : kamalakannan.r.iot@snsce.ac.in
384
Page views
12
Files
3
Videos
2
R.Links

Icon
Syllabus

UNIT
1
INTRODUCTION TO ARTIFICIAL INTELLIGENCE& INTELLIGENT SYSTEMS

Introduction -definition-Artificial Intelligence- Philosophy of AI- Goals of AI- Contributes to AI- Programming Without and with AI- AI Technique- Intelligence- Types of Intelligence- Difference between Human and Machine Intelligence

UNIT
2
AGENTS AND ENVIRONMENTS

Agent and Environment- Agents Terminology- Rationality-Ideal Rational Agent-- Structure of Intelligent Agents- Nature of Environments- Properties of Environment-Architecture for Intelligent Agents-Agent Communication

UNIT
3
SEARCH ALGORITHMS & FUZZY LOGIC SYSTEMS

Single Agent Pathfinding Problems- Search Terminology- Brute-Force Search Strategies- Informed (Heuristic) Search Strategies- Local Search Algorithms- Fuzzy Logic- Fuzzy Logic Systems Architecture- Application Areas of Fuzzy Logic- Example of a Fuzzy Logic System- Merits and Demerits FLS

UNIT
4
NATURAL LANGUAGE PROCESSING& EXPERT SYSTEMS

Components of NLP- Difficulties in NLU- NLP Terminology- Steps in NLP- Implementation Aspects of Syntactic Analysis- Expert Systems- Capabilities of Expert Systems- Components of Expert Systems- Knowledge Base- Inference Engine- User Interface- Expert Systems Limitations- Applications of Expert System- Expert System Technology- Development of Expert Systems: General Steps

UNIT
5
APPLICATION OF AI

Introduction to Robotics- Difference in Robot System and Other AI Program- Robot Locomotion- Components of a Robot- Computer Vision- Tasks of Computer Vision- Application Domains of Computer Vision- Applications of Robotics

Reference Book:

1 Prateek Joshi, ArtificialIntelligencewithPhython,1sted., PacktPublishing,2020 2 Denis Rothman, Artificial Intelligence by Example, Packt,2018

Text Book:

1 Artificial Intelligence:A Modern Approach, StuartJ.Russell and Peter Norvig,3rd edition,Pearson,2020 2 Parag Kulkarni, Prachi Joshi, Artificial Intelligence –Building Intelliegent Systems, 1st ed., PHI learning,2018

 

Print    Download