Artificial Intelligence

IIT Kharagpur Course , Prof. Anupam Basu

Lecture 1: Introduction to Artificial Intelligence

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Course Description :

Contents:
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 Logics - First Order Logic - Reasoning Using First Order Logic - Resolution in FOPL - Rule Based System - Semantic Net - Reasoning in Semantic Net Frames - Planning - Rule Based Expart System-Reasoning with Uncertainty-Fuzzy Reasoning - Introduction to Learning - Rule Induction and Decision Trees - Learning Using neural Networks - Probabilistic Learning - Natural Language Processing

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