April 2019
Intermediate to advanced
212 pages
5h 34m
English
Content preview from Hands-On Q-Learning with Python
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MountainCar
The MountainCar problem has a small vehicle on a one-dimensional path in a valley between two mountains, and its task is to get to the yellow flag at the top of the mountain on the right. MountainCar was first described by Andrew Moore in 1990:
The car's engine is not powerful enough to get it over the mountain peak, so the car has to move back and forth and learn to use momentum to reach the flag. There is a MountainCarContinuous version of the problem that gives a higher reward for spending less energy solving the problem.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.