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Pouya Samandi

2 accepted papers

2024

Enhancing Object Grasping Efficiency with Deep Learning and Post-processing for Multi-finger Robotic Hands

IROS 2024poster

This paper builds upon the well-established ML-based grasping technique, known as the Grasp-Rectangle (GR) method. The original GR method made two simplifying assumptions: it was designed exclusively for two-finger grippers, and it assumed that the gripper would approach objects solely from a top-do…

Cited by 0SourceScholar
2020

Investigation of a Hybrid Kinematic Calibration Method for the "Sina" Surgical Robot

RA-L 2020

Calibrating the inverse kinematics of complex robots is often a challenging task. Finding analytical solutions is not always possible and the convergence of numerical methods is not guaranteed. The model-free approaches, based on machine learning and artificial intelligence, are fast and easy to wor

Cited by 9SourceScholar