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Hands-On Q-Learning with Python
book

Hands-On Q-Learning with Python

by Nazia Habib
April 2019
Intermediate to advanced
212 pages
5h 34m
English
Packt Publishing
Content preview from Hands-On Q-Learning with Python

Acrobot

Acrobot is an actuated joint problem first developed by Richard Sutton in 1996:

The Acrobot environment is a robot arm that consists of two joints that connect two segments, the top joint rotating from the center of the screen.

The top shoulder joint of the Acrobot is actuated (controlled by a motor that can be rotated in any direction), but the lower elbow joint is unactuated and swings freely. The task is to swing the end of the lower segment to a given height by rotating the top joint.

The Acrobot problem is interesting in robotics and lends itself well to an RL design approach, especially in the design of walking mechanisms, ...

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Publisher Resources

ISBN: 9781789345803