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dennybritz / reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
http://www.wildml.com/2016/10/learning-reinforcement-learning/
MIT License
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Add tile coding algorithms from Sutton #76

Open hughchristensen opened 7 years ago

hughchristensen commented 7 years ago

On page 204+ (chapter 8) of Sutton (Reinforcement Learning, 2nd edition) Sutton presents tile coding. I do not believe tile algorithms are already included in this repo. I think the library would benefit from these algorithms.

Sutton makes code for this available (in Python 3.x, as well as Python 2.x) here:

Alternatively the RLToolkit Version 1.0: (which is Python 2.x) is available here, which includes tiles as well as a additional algorithms

kfaRabi commented 6 years ago

@dennybritz , Could you kindly implement tile coding and write a blog explaining the code? It would be a great help.

hughchristensen commented 6 years ago

@dennybritz Any thoughts on progressing this ticket?

boranzhao commented 6 years ago

@hughchristensen The first link is corrupted. Below is a new link with a manual http://incompleteideas.net/tiles/tiles3.html