COURSE SUMMARY
Course Title: 
Intelligent Systems
Course Code: 
15CSE352
Year Taught: 
2015
2016
2017
2018
Type: 
Elective
Degree: 
Undergraduate (UG)
School: 
School of Engineering
Campus: 
Bengaluru
Chennai
Coimbatore
Amritapuri

'Intelligent Systems' is a course offered in the B. Tech. in Computer Science and Engineering program at School of Engineering, Amrita Vishwa Vidyapeetham.

Unit 1

Introduction to agents – Structure of intelligent agents, Problem solving agents – Formulating problems – Overview of uninformed searching strategies, informed search methods, Game playing as search.

Unit 2

Knowledge based agent representation - Logics – First Order logic – Reflex agents – Building a knowledge base – General ontology – Inference – Logical recovery. Planning agents – Planning in situational calculus – Representation of Planning – Partial order Planning – Practical Planners – Conditional Planning.

Unit 3

Agents acting under uncertainty - probability notation - Bayes rule, Probabilistic reasoning - Belief networks – Utility theory - Decision network - Value of information learning agents – Learning from Observations – Knowledge in Learning, Case studies on applications of AI.

  • Russell S and Norvig P, “Artificial Intelligence – A modern approach”, Third Edition, Prentice Hall, 2009.
  • Elaine Rich, Kevin Knight and Shivashankar B. Nair, “Artificial Intelligence”, Third Edition, TMH Educations Private Limited, 2008
  • Nilsson N J, “The Quest for Artificial Intelligence”, Cambridge University Press, 2009.