Neuroevolution of Augmenting Topologies (NEAT) on Flappy Bird!

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Neuroevolution of Augmenting Topologies (NEAT) attempting to learn Flappy Bird.
  1. Gustavo Santos
  2. madewithunity
  3. unity
  4. games
  5. game
  6. ml
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Very cool stuff! I'm getting pretty heavily into neuroevolution lately and I have a question about your setup. Is each collection of birds a new population? Also, was each genome evaluated on only one randomized level? My thought there is that an experimental setup may want to evolve robust networks, and in that setup it might be better to evaluate a genome on 3-5 levels and then average the score it gets.

HunterHeidenreich