Casting IK into a binary optimization model provides access to mature algorithms and hardware ecosystems tailored to QUBO/Ising forms, including QA. Theoretically, QA can exhibit advantages over ...

This study investigates the generalization performance of deep learning (DL) models for solving the inverse kinematics (IK) problem in a 2-degrees of freedom (DOF) revolute-prismatic (RP) robotic ...