NEAT algorithm learning 2048

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NeuroEvolution of Augmenting Topologies (NEAT) trying to learn how to play 2048. Not really a success, learning gets stuck at ~6000.

Source Code: [removed]

  1. NeatMonster
  2. NEAT
  3. 2048
  4. GA
  5. ANN
  6. Genetic Algorithm
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Hard to tell if actually anything has been learning
Is the more moves the better or is it about less? Sorry, only slightly familiar to the game...
Is it learning to make more moves?
Anyway it seems at 0:00 you already have 30-40-60 moves. Did the learning process improved anything?

kosiak