Santiago Valdarrama
@svpino
This model helps robots learn to manipulate objects physically.
But there's something really interesting about it:
The model learns skills from humans rather than relying on robot demonstrations, which are much more expensive and time-consuming.
Basically, this model lets robots perform zero-shot tasks without training on robot demonstrations collected specifically for those tasks.
They demonstrated this:
• 60 tasks and 600 trials
• 63.5% success on pick-and-place tasks
• 34.0% success on other manipulation tasks
• 10.5% success on challenging/long-horizon tasks