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faber_neuroevolution

1.2.4
1.2.4 1.2.3 1.2.2 1.2.1 1.2.0 1.1.0 1.0.0 0.1.0

Population-based evolutionary training with NEAT topology evolution

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faber_neuroevolution guides assets meta-controller-architecture.svg
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guides/assets/meta-controller-architecture.svg 

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  <!-- META-CONTROLLER box -->

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  <text x="350" y="45" text-anchor="middle" fill="white" font-family="monospace" font-size="14" font-weight="bold">META-CONTROLLER (LTC Network)</text>



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  <!-- Inputs column -->

  <text x="60" y="70" fill="#e9d8fd" font-family="monospace" font-size="10" font-weight="bold">Inputs:</text>

  <text x="60" y="85" fill="white" font-family="monospace" font-size="10">- best_fitness</text>

  <text x="60" y="97" fill="white" font-family="monospace" font-size="10">- avg_fitness</text>

  <text x="175" y="85" fill="white" font-family="monospace" font-size="10">- fitness_variance</text>

  <text x="175" y="97" fill="white" font-family="monospace" font-size="10">- fitness_delta</text>

  <text x="60" y="109" fill="white" font-family="monospace" font-size="10">- stagnation_count</text>

  <text x="175" y="109" fill="white" font-family="monospace" font-size="10">- generation</text>



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  <text x="380" y="85" fill="white" font-family="monospace" font-size="10">- mutation_rate</text>

  <text x="380" y="97" fill="white" font-family="monospace" font-size="10">- mutation_strength</text>

  <text x="520" y="85" fill="white" font-family="monospace" font-size="10">- selection_ratio</text>

  <text x="520" y="97" fill="white" font-family="monospace" font-size="10">- (extensible)</text>



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  <text x="350" y="185" text-anchor="middle" fill="white" font-family="monospace" font-size="14" font-weight="bold">NEUROEVOLUTION SERVER (Population)</text>

  <text x="350" y="205" text-anchor="middle" fill="#c6f6d5" font-family="monospace" font-size="11">Evolving population of task-specific networks (e.g., snake-playing brains)</text>



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