Ali Abdalla

ManiMorph: Object Representations in Robot Manipulators Morphology for Improving Multi-Task Manipulation Performance

Robot manipulation tasks involve direct interactions with objects, which can be viewed as dynamic changes to the robot’s kinematic chain. Morphology-aware learning frameworks, in which robot embodiment is explicitly modeled, do not account for these object-induced changes in their architectures. We …