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Does new correction data help improve performance?

Goal: See if new data collected from teleoperation during robot execution can be added to the DP training and improve performance.

  • Collect correction data during operation
    • If necessary, ask Valentyn for help, changing controller to stop AI model when teleop occurs
    • See if we can just do adding the teleop during DP evaluation or if this results in bad trajectories
    • Record the correction data
  • Re-train with the newer data
    • Training with just new data seems like the best approach
    • Evaluate the resulting policy, check performance
Edited by Kevin Haninger