Question #10
Reading: Reading 3 Machine Learning
PDF File: Reading 3 Machine Learning.pdf
Page: 4
Status: Unattempted
Correct Answer: B
Question
An algorithm that involves an agent that performs actions that will maximize its rewards over time, taking into consideration the constraints of its environment, best describes:
Answer Choices:
A. deep learning nets
B. neural networks
C. reinforcement learning
Explanation
Reinforcement learning algorithms involve an agent that will perform actions that will
maximize its rewards over time, taking into consideration the constraints of its
environment. Neural networks consist of nodes connected by links; learning takes place in
the hidden layer nodes, each of which consists of a summation operator and an activation
function. Neural networks with many hidden layers (often more than 20) are known as
deep learning nets (DLNs) and used in artificial intelligence.