Machine Learning Paradigms
Supervised learning:learningtask of learning a function
that maps an input to an output based on example input-
output pairs
•
An input object
•
A desired output value
•
Labeled training data
Unsupervised learning: self-organizedlearningthat helps
find previously unknown patterns in data set without pre-
existing labels
Reinforcement learning: agentstakeactionsin an
environment in order to maximize some notion of
cumulative reward