no code implementations • 15 Aug 2023 • Ahmet Tekden, Marc Peter Deisenroth, Yasemin Bekiroglu
This work addresses the problem of transferring a grasp experience or a demonstration to a novel object that shares shape similarities with objects the robot has previously encountered.
1 code implementation • 9 Nov 2020 • M. Tuluhan Akbulut, Utku Bozdogan, Ahmet Tekden, Emre Ugur
For this, the experience of the robot, which can be bootstrapped from demonstrated trajectories, is used to train a novel Neural Processes-based deep network that samples from its latent space and generates the required trajectories given desired rewards.