Artificial Intelligence - CS6659

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Artificial Intelligence

INTRODUCTION TO Al AND PRODUCTION SYSTEMS


=> What is Artificial intelligence(AI)?
=> Production System

REPRESENTATION OF KNOWLEDGE


=> Game playing
=> Iterative Deepening
=> Knowledge Representation
=> Predicate Calculus
=> Predicate Logic
=> AI Resolution: Definition and Principle
=> Structured Represntation of Knowledge

KNOWLEDGE INFERENCE


=> Knowledge Representation
=> Framework of Knowledge Representation (Poole 1998)
=> Knowledge Representation Schemes
=> Issues in Knowledge Representation
=> KR Using Predicate Logic
=> KR Using Rules

PLANNING AND MACHINE LEARNING


=> Planning and Machine Learning
=> Symbolic Reasoning
=> Statistical Reasoning
=> Probability and Bayes’ Theorem
=> Certainty Factors in Rule-Based Systems
=> Bayesian Networks and Certainty Factors
=> Dempster - Shafer Theory (DST)
=> Fuzzy Logic

EXPERT SYSTEMS


=> Expert System
=> Expert System Characteristics
=> Expert System Features
=> Knowledge Acquisition
=> Knowledge Base (Representing and Using Domain Knowledge)
=> Inference Engine
=> Expert System Shells
=> Explanation - Expert System
=> Application of Expert Systems



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