Training data

Examples used to fit a model's parameters or behavior during learning.

Training data can contain labels, demonstrations, observations or other learning signals. Its suitability depends on the intended task and training method. Keep evaluation data separate when independent measurement is required, and record which dataset versions were used so results can be reproduced.

In practice

A set of robot demonstrations is checked for instruction accuracy and timing before it becomes a training release.