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faber_tweann

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Faber TWEANN - Topology and Weight Evolving Artificial Neural Networks

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  <!-- Title -->

  <text x="500" y="30" text-anchor="middle" font-size="20" font-weight="bold">Evaluation Cycle Sequence</text>

  <text x="500" y="50" text-anchor="middle" font-size="12" fill="#666">Single evaluation cycle through the neural network</text>



  <!-- Participants -->

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  <!-- 1. Exoself starts evaluation -->

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  <text x="185" y="155" text-anchor="middle" font-size="10">1. sync</text>



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  <text x="355" y="195" text-anchor="middle" font-size="10">2. {cortex, sync}</text>



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  <text x="525" y="295" text-anchor="middle" font-size="10">4. {forward, Signal}</text>



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  <text x="520" y="345" font-size="9" fill="#64748b">Waits for all inputs</text>

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  <text x="520" y="385" font-size="9" fill="#64748b">Applies activation function</text>



  <!-- 6. Neuron to next layer/Actuator -->

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  <!-- 8. Actuator to Scape -->

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  <text x="860" y="555" text-anchor="middle" font-size="10">6. act(Output)</text>



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  <text x="860" y="575" text-anchor="middle" font-size="10">fitness</text>



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  <text x="525" y="615" text-anchor="middle" font-size="10">7. {actuator_output, Fitness}</text>



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  <text x="180" y="655" font-size="9" fill="#64748b">Waits for all actuators</text>

  <text x="180" y="675" font-size="9" fill="#64748b">Aggregates fitness</text>



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  <text x="185" y="705" text-anchor="middle" font-size="10">8. {evaluation_complete, Fitness}</text>



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  <text x="85" y="620" text-anchor="middle" font-size="10" font-weight="bold">Timeouts:</text>

  <text x="30" y="640" font-size="9">Cortex: 30s</text>

  <text x="30" y="658" font-size="9">Neuron: 10s</text>

  <text x="30" y="676" font-size="9">(configurable)</text>



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  <text x="915" y="660" text-anchor="middle" font-size="10" font-weight="bold">Next Cycle:</text>

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  <text x="860" y="694" font-size="9">again or terminates</text>



  <!-- Phase labels -->

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