Demonstrations

Expert-provided examples of task execution used to train imitation learning policies. Demonstrations typically consist of observation-action pairs recorded during human teleoperation or kinesthetic teaching. Quality, diversity, and quantity of demonstrations directly impact learned policy performance. Common formats include HDF5 episode files, RLDS records, and LeRobot datasets.