Learning to play Tetris with the noisy cross entropy method

We use an evolution strategy, the noisy cross entropy method, to learn the weights for a linear combination of heuristics to play the game of Tetris.

To compile:

mkdir build
cd build
cmake ..
make

To play the game with some learnt weights (~24h to learn those weights):

./play -w ../resource/weights.txt

you can see the different options with: ./play -h.

To learn the weights:

./learn -w ../resource/weights.txt

you can see the different options with: ./learn -h.