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Genetic AI experiment letting robots learn to jump in 3D. Genes control the sensors direction and weights which influences when the robot jump.

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Genetic AI

Genetic AI experiment letting agents learn to jump in 3D. Genes control the sensors direction and weights which influence when the agents decide to jump.

Click here to play with it!

Roadmap

  • Implement simulation environment (agents, boxes, hit-testing)
  • Control agents based on genes
  • Create new generation based on best fitting genes of previous generations
  • Showcase the generation performance, emphasis on evolution (graph)
  • Add more gene-based factors (angle of sensors, number of sensors, speed)
  • Make level generation (boxes) create more difficult scenarios
  • Make level generation manually possible

Attribution

  • Robot model by Tomás Laulhé, modifications by Don McCurdy CC0.

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Genetic AI experiment letting robots learn to jump in 3D. Genes control the sensors direction and weights which influences when the robot jump.

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