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Artificial Intelligence with Genetic Algorithms (Python Script)

Testing effects of genetic algorithm to create an object that can walk without user interference

[A Python script I created an AI algorithm that can evolve and improve its capabilities by itself using Genetic Algorithms]

A graph was generated to visualize the relationship between the number of generations and the mean fitness of the population(How well each generation performed)

  • The AI is able to self correct itself after each generation and slowly gets better at walking/ moving
  • ALL of it done without any human interference or adjusting
  • Achieved results after only 100 generations

[First Iteration]

[Increased Segment Length]

  • It realised that increasing the length will give it leverage (APPLE Shaped)

image

[Final iteration]

  • Final result, Added Roundness , Added Length, Breaking Physics Engine to move faster

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Testing effects of evolutionary genetic algorithm to create an object that can walk without user interference

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