Tensorflow model for predicting dice game decisions
For my first ML project I have modeled a dice game called Ten Thousand, or Farkle, depending on who you ask, as a vastly over-engineered solution to a computer player. You can find the complete game...
View ArticlePredicting the next number output by a random number generator
Given a start of a sequence of random numbers generated by some random number generator (of which we don’t have the implementation), can we predict the next numbers in the sequence? For example, having...
View ArticleCNN Predicting One Class and Accuracy Getting Stuck
My model is a binary classifier. With the same exact architecture, the model sometimes gets high accuracies (90% etc), other times it predicts only one class (so accuracy is stuck at one number the...
View ArticleWhich algorithm for predicting the next word(s) based on previous words,...
I want to input some words, and out comes the next word(s). Neural nets are really hot at the moment, and I’m afraid of throwing a neural net at something, when one is not really needed. Or… maybe it...
View ArticlePredicting the outcome of sporting events with multiplicative scoring
In the Olympic format for sport climbing, eight athletes compete in three rounds of climbing. Their final score is the multiplication of their rankings in each round. For example, an athlete who comes...
View ArticleSnooker/Pool AI Predicting end location of cue ball Unity
I’m trying to implement a pool/snooker game. I figured the best way to implement the ball movement/potting mechanics is to use the physics simulation, apply an impulse to strike the cue ball and let...
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