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Explainable Robot Behavior using LIME and Cozmo

  • Record video and actions while manually driving Cozmo to a block
  • Combine above training data with pretrained model (resnet) to teach Cozmo to locate block, drive toward it and stop autonomously
  • Use LIME to determine which parts of video are relevant to Cozmo's decisions

example prediction explanations