Carmona David

An Efficient Learning-Based Task Planning Approach Using a Bio-Inspired Action Context-Free Grammar for Bimanual Manipulation

Task and Motion Planning (TAMP) frameworks for bimanual robots are limited by the combinatorial explosion at the task planning level, which can negatively affect human-robot interaction. This work introduces BAG-Learn Planning, an efficient learning-based task planning approach that combines a Bio-I…