Submitted to Autonomous Robots Springer Journal.

Authors: Alexander Fabisch, Wadhah Zai El Amri, Chandandeep Singh, Nicolás Navarro-Guerrero.

Topics: Robotic Hands, Grippers, Smart Prosthetics, Manipulation, Grasping.

Abstract:

Human manipulation skills represent a pinnacle of their voluntary motor functions, requiring the coordination of many degrees of freedom and processing of high-dimensional sensor input to achieve such a high level of dexterity. Thus, we set out to answer whether the human hand, with its associated biomechanical properties, sensors, and control mechanisms, is an ideal that we should strive for in robotics—do we really need anthropomorphic robotic hands?

This survey can help practitioners to make the trade-off between hand complexity and potential manipulation skills. We provide an overview of the human hand, a comparison of commercially available robotic and prosthetic hands, and a systematic review of hand mechanisms and skills that they are capable of. This leads to follow-up questions. What is the minimum requirement for mechanisms and sensors to implement most skills that a robot needs? What is missing to reach human-level dexterity? Can we improve upon human dexterity?

Although complex five-fingered hands are often used as the ultimate goal for robotic manipulators, they are not necessary for all tasks. We found that wrist flexibility and finger abduction/adduction are important for manipulation capabilities. On the contrary, increasing the number of fingers, actuators, or degrees of freedom is often not necessary. Three fingers are a good compromise between simplicity and dexterity. Non-anthropomorphic hand designs with two opposing pairs of fingers or human hands with six fingers can further increase dexterity, suggesting that the human hand may not be the optimum.

___________________________________________________________________

Preprint:

Our paper preprint is published on arXiv.

Download paper here

Citation

@Article{Faboisch2025DoRobots,
  author = {Alexander Fabisch and Wadhah Zai El Amri and Chandandeep Singh and {Navarro-Guerrero}, Nicol{\'a}s},
  title = {"Do Robots Really Need Anthropomorphic Hands?"},
  booktitle = {"ArXiv Preprint arXiv:2508.05415, Submitted to Autonomous Robots Springer Journal"},
  year={2025},
}