This project explores the use of Action Chunking Transformers and related architectures for learning via demonstration for solving loco-manipulation tasks, in paticular interacting with a varity of doors via various action groups such as push, pull and re-grasping.
Brief Overview
Some Early Results
Pushing Door
Pulling Door
More details about the project to be released soon…