Eddie Sasagawa

Fixture-Aware DDQN for Generalized Environment-Enabled Grasping

This paper expands on the problem of grasping an object that can only be grasped by a single parallel gripper when a fixture (e.g., wall, heavy object) is harnessed. Preceding work that tackle this problem are limited in that the employed networks implicitly learn specific targets and fixtures to le…