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portada Reinforcement Learning from Scratch: Understanding Current Approaches - With Examples in Java and Greenfoot
Type
Physical Book
Author
Publisher
Language
English
Pages
184
Format
Hardcover
Dimensions
23.4 x 15.6 x 1.3 cm
Weight
0.46 kg.
ISBN13
9783031090295
Categories

Reinforcement Learning from Scratch: Understanding Current Approaches - With Examples in Java and Greenfoot

Uwe Lorenz (Author) · Springer · Hardcover

Reinforcement Learning from Scratch: Understanding Current Approaches - With Examples in Java and Greenfoot - Lorenz, Uwe

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Synopsis "Reinforcement Learning from Scratch: Understanding Current Approaches - With Examples in Java and Greenfoot "

In ancient games such as chess or go, the most brilliant players can improve by studying the strategies produced by a machine. Robotic systems practice their own movements. In arcade games, agents capable of learning reach superhuman levels within a few hours. How do these spectacular reinforcement learning algorithms work? With easy-to-understand explanations and clear examples in Java and Greenfoot, you can acquire the principles of reinforcement learning and apply them in your own intelligent agents. Greenfoot (M.Kölling, King's College London) and the hamster model (D. Bohles, University of Oldenburg) are simple but also powerful didactic tools that were developed to convey basic programming concepts. The result is an accessible introduction into machine learning that concentrates on reinforcement learning. Taking the reader through the steps of developing intelligent agents, from the very basics to advanced aspects, touching on a variety of machine learning algorithms along the way, one is allowed to play along, experiment, and add their own ideas and experiments.

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