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TIle Coding (CMAC) for reinforcement learning

4.0 | 3 ratings Rate this file 17 Downloads (last 30 days) File Size: 1.85 KB File ID: #32798 Version: 1.0

TIle Coding (CMAC) for reinforcement learning



Linear tile coding function approximation based on CMAC algorithm

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Description of Tile Coding
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 for more information.

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

MATLAB release MATLAB 7.11 (R2010b)
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Comments and Ratings (3)
26 Jun 2015 Reza Ahmadzadeh

The code is well-written, thanks!

Two suggestions:
1- You cannot use 'sum' as a variable. It is a MATLAB function.

2- It would be very nice to provide an example with the code.

26 Jun 2015 Reza Ahmadzadeh

The code is well-written. Thanks!

07 Mar 2012 Reza Ahmadzadeh

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