X-Git-Url: https://fleuret.org/cgi-bin/gitweb/gitweb.cgi?a=blobdiff_plain;f=README.txt;h=29344462a3eb95014b1a00c65d31cdd7fd83ea71;hb=fc1de19bf86b2cfd09264dfc6fbda1937248a40a;hp=d5cf6d861245694c9fd2c2c4770486e762d949ae;hpb=cdf7c042612ee3b7e5cc2277e82399693a3bf343;p=culture.git diff --git a/README.txt b/README.txt index d5cf6d8..2934446 100644 --- a/README.txt +++ b/README.txt @@ -23,9 +23,10 @@ be solved but not by everybody. There are 5 competing GPTs. -The "world" is a 7x9 grid with three "birds" moving in a straight line +The "world" is a 6x8 grid with three "birds" moving in a straight line and bouncing on the world's borders. It could be another "world", but -this one has objectness and motion. +this one has objectness and motion. There are ten colors and 4 +directions of motions, so roughly (6x8x4x10)**3 ~ 7e9 states. Given a random world state, and the state after two iterations of birds moving, a "quiz" is to predict the second frame, given the @@ -38,15 +39,15 @@ My home-baked GPT-37M trained with 250k solves this with ~99% success At every iteration, we select the GPT with the lowest test accuracy, and run one epoch. +* Creating new quizzes + If its test accuracy got higher than 97.5%, it will create new quizzes. To do so, it generates a large number of pairs of frames, and checks which ones of these quizzes are hard but not too hard, which -means - -[THIS IS THE IMPORTANT BIT]: +means [THIS IS THE IMPORTANT BIT]: -it can be solved, in both time directions, by all the other GPTs **but -one** + it can be solved, in both time directions, by all the other GPTs + **but one** The both time directions is to avoid a simple type of quizzes which is simply to deal with noise in the first frame.