'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
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