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Deep Learning By Example
book

Deep Learning By Example

by Ahmed Menshawy
February 2018
Intermediate to advanced
450 pages
11h 27m
English
Packt Publishing
Content preview from Deep Learning By Example

Reinforcement learning

The last type of learning in machine learning is reinforcement learning, in which there's no supervisor but only a reward signal.

So the reinforcement learning algorithm will try to make a decision and then a reward signal will be there to tell whether this decision is right or wrong. Also, this supervision feedback or reward signal may not come instantaneously but get delayed for a few steps. For example, the algorithm will take a decision now, but only after many steps will the reward signal tell whether decision was good or bad.

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Publisher Resources

ISBN: 9781788399906