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Reproducing the original NEAT paper for RL using Open AI gym

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helblazer811/NEAT-Polearm

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  • TODO
  • clustering
    • Fix the distance metric x Maybe employ clustering on the genome difference data
    • Figure out a way to have cluster continuity across generations (ie what clusters are the same from one generation to the next)
  • Implement crossover
  • Make a better selection rule
  • Integrate random mutation
  • Allow parameterization for mutation, crossover, species difference thresholds, at the top level in run_neuroevolution
  • Make a progress bar

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Reproducing the original NEAT paper for RL using Open AI gym

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