| Poker-AI.org http://poker-ai.org/phpbb/ |
|
| ANN Input Normalization http://poker-ai.org/phpbb/viewtopic.php?f=24&t=2615 |
Page 1 of 1 |
| Author: | corintio [ Fri Oct 18, 2013 8:20 pm ] |
| Post subject: | ANN Input Normalization |
Hi, This question goes for those that are using Neural Networks (for determining actions or opponent modeling): How do you normalize the money/chips values (bankroll, amount to call, pot size, etc..) on a NoLimit SnG? ANNs needs those values to be normalized to the range (0..1) or (-1..1), depending on the activation function, but in a NLSNG, this values vary to much (because of the blinds increase). I am planning to normalize it using the total chips in the tournament as the max. Ex: 10 players, 1000 initial bankroll, max will be 10000. At least for the current bankroll that should work, right? What do you think? Thanks, Corintio |
|
| Author: | cantina [ Fri Oct 18, 2013 10:12 pm ] |
| Post subject: | Re: ANN Input Normalization |
amount / bb / max |
|
| Page 1 of 1 | All times are UTC |
| Powered by phpBB® Forum Software © phpBB Group http://www.phpbb.com/ |
|