Problem Space Transformations for Out-of-Distribution Generalisation in Behavioural Cloning

Kiran Doshi, Marco Bagatella, Stelian Coros

The combination of behavioural cloning and neural networks has driven significant progress in robotic manipulation. As these algorithms may require a large number of demonstrations…