TIle Coding (CMAC) for reinforcement learning

Version 1.0.0.0 (1.85 KB) by Nick Birnie
Linear tile coding function approximation based on CMAC algorithm
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Updated 6 Sep 2011

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Description of Tile Coding
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This is an implementation of grid-style tile codings. Here we provide a procedure, "getTiles", that maps real
variables to a list of tiles.

Please see http://www.cs.umass.edu/~rich/tiles.html for more information.

The code is based on the accompanying material to "Reinforcment Learning - An Introduction", by Sutton & Barto.

Cite As

Nick Birnie (2024). TIle Coding (CMAC) for reinforcement learning (https://www.mathworks.com/matlabcentral/fileexchange/32798-tile-coding-cmac-for-reinforcement-learning), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2010b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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Version Published Release Notes
1.0.0.0