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xG 3-ply ROLLOUT Hmmmmm - 32 backgame

Posted By: eXtreme Gammon
Date: Friday, 10 July 2009, at 3:00 a.m.

In Response To: xG 3-ply ROLLOUT Hmmmmm - 32 backgame (Robert-Jan Veldhuizen (Zorba))

Thanks Zorba,

There was a bug (darn I hate these). A new version is available now. The problem was only noticeable RO with VR in positions where 2-ply and 1-ply equity differ. Backgame are such position. Like Neil pointed to me and many times here, bots still have a lot to learn on these positions. That discrepancy between 1-ply and 2-ply is a good indication of that.

Anyway, here is below a 1440 RO result with the fixed version. I ran a RO with VR (200,000 games) and VR result are much closer but not the same. It again proves that Variance Reduction does introduce a bias in some RO.

This is to be expected. If the bot evaluation were perfect, a VR rollout will result in a 0.000 confidence after the 1st dice rotation (36 dice in XG). The fact that RO with VR have deviation show that the evaluation is not perfect.

I think that the value of the confidence interval (or standard error) could be a good way to measure the accuracy of a program. I'd be interested to hear what are your thoughts about that.

As for eXtreme Gammon, we've focus on Bug fixes in these first weeks. Next will come the implementation of some suggestions we got.

We'd like to thank everyone who give a try and especially all the feedback we got on the analyze, feature and bugs. We thrive on delivering the best experience possible for accuracy, speed, and features. Your feedback has been extremely valuable.

XGID=-CbbDDBa---------bbbbb----:0:0:1:00:0:0:0:0:8

Analyzed in Rollout Player Winning Chances: 57.69% (G: 44.05% B: 3.78%) Opponent Winning Chances: 42.31% (G: 0.00% B: 0.00%)

Cubeless Equities: No Double=+0.632, Double=+1.264

Cubefull Equities:

No Double: +0.716 (-0.239)

Double/Take: +0.955

Double/Drop: +1.000 (+0.045)

Best Cube action: Double / Take

Rollout 1440 Games rolled with Variance Reduction. Moves: 3 ply Red, cube decisions: 3 ply Confidence No Double: ± 0.021 (+0.694Double Decision confidence: 100.0% Take Decision confidence: 99.6%

Duration: 22 minutes 18 seconds

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