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PPO-Dog

This is a PPO-based project to train robot dogs in Unity3D.

  A simple box robot, eight joints learn to walk forward, for the observation state, there are X-axis angle, Y-axis angle, angle value of each leg. Incentive strategy: X-axis displacement difference *50. Behavior: The angle at which each leg will turn next time, the speed is based on the angle difference! (My strategy here may have problems, in perfection) The Z-axis displacement is fixed and only the forward speed is trained.

Looks

Box Robot

Running scene   
  

For more information:
  My blog