FlyDurak

The MaleCNS connectome as a recurrent policy for two-player Durak: 165,122 neurons and 10,511,038 directed edges converted into a signed, normalised sparse graph, combined with a compact decision GRU, legal-action masking, actor and critic heads, and factorised synaptic gains. It was trained by reinforcement against random, scripted, frozen-policy and determinized-search opponents, then fine-tuned with search. One command bootstraps the venv, builds the connectome and downloads a 374 MiB checkpoint. The README calls it an exploratory demo whose multi-seed GRU and LSTM comparison is unfinished.

Official site ↗

#card-game#durak#reinforcement-learning#gru#russian#malecns