Artificial Intelligence - CS6659

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Artificial Intelligence






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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