GENETIC ALGORITHMS
This article gives an introduction to genetic algorithms. It explains the background and the mechanism behind genetic algorithms in detail. BACKGROUND […]
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REINFORCEMENT LEARNING
WHAT IS REINFORCEMENT LEARNING? Reinforcement learning is one of the most active research areas in Artificial Intelligence. Reinforcement learning is training by rewards
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BACKPROPAGATION
Backpropagation is a kind of neural network. A Neural Network (or artificial neural network) is a collection of interconnected processing elements or nodes.
LEARNING BY MANAGING MULTIPLE MODELS
Learning can be done by managing a set of general models and a set of specific models kept in a
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LEARNING BY RECORDING CASES
A program that learns by recording cases generally makes use of consistency heuristic. According to consistency heuristic, a property of
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LEARNING BY TAKING ADVICE
This is a simple form of learning. Suppose a programmer writes a set of instructions to instruct the computer what
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MACHINE LEARNING OVERVIEW
This article gives an overview of machine learning. This is an introductory article and a starting point to learn the
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