In the experimental section, we will show that what the robot has learned subjectively or alone (by self-exploration, knowing the action identity as a prior <cite>[10]</cite> ), can subsequently be used when observing a new agent (human), provided that the actions can be estimated with Gesture HMMs as in [4] .