Artificial Intelligence

Sarkar, S. ; Basu, A. (Anupam)

Modules / Lectures : Introduction to Artificial Intelligence; Intelligent Agents; State Space Search; Uninformed Search; Informed Search; Two Players Games ; Constraint Satisfaction Problems; Knowledge Representation and Logic; Interface in Propositional Logic; First Order Logic; Reasoning Using First Order Logic; Resolution in FOPL; Rule Based System; Semantic Net; Reasoning in Semantic Net; Frames; Planning ; Rule Based Expert System; Reasoning with Uncertainty ; Fuzzy Reasoning ; Introduction to Learning ; Rule Induction and Decision Trees ; Learning Using neural Networks ; Probabilistic Learning; Natural Language Processing ;

Published by:

National Programme on Technology Enhanced Learning (NPTEL)