COURSE SUMMARY
Course Title: 
Intelligent Systems
Course Code: 
18CA455
Year Taught: 
2018
Degree: 
Postgraduate (PG)
School: 
School of Arts and Sciences
School of Engineering
Campus: 
Kochi
Mysuru
Amritapuri

'Intelligent Systems' is a course offered in M. C. A. (Master of Computer Applications) program at Amrita Vishwa Vidyapeetham.

Introduction to Agents:Structure of Intelligent Agents – Problem Solving Agents- Formulating Problems

Overview of Uninformed Searching Strategies – Informed Search Methods. Game Playing as Search. Knowledge Based Agents 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.

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.

  • Stuart Russell and Peter Norvig, “Artificial Intelligence – A Modern Approach”, Third Edition, Prentice Hall, 2009.
  • Elaine Riche, Kevin Knight and Shivashankar B. Nair, “Artificial Intelligence”, Third Edition, TMH Educations Pvt. Ltd., 2008.
  • Nils J. Nilsson, “The Quest for Artificial Intelligence”, Second Edition, Cambridge University Press, 2009