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NEAT

Lunar Lander AI — NEAT + Physics

How 20 landers evolve to touch down softly under gravity and thrust, with a value heatmap of safe zones.

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How the AI works

Twenty landers evolve with NEAT under a simple physics model (gravity + thrust). Each network must fire engines to land softly on the platform.

Inputs → outputs

  • Inputs: position, velocity, angle, and distance to the pad.
  • Outputs: main thrust and left/right thrusters.

Fitness

Reward depends on landing softly and on target; crashing or drifting away is penalized — so evolution favors gentle, accurate descents.

What you see on screen

A value heatmap highlights the safe zones the population has learned, and successful soft landings become more frequent each generation.

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