Designing Tendon-Driven Grippers with Graph Grammar & MCTS

https://hackernoon.imgix.net/images/a-robotic-hand-gripping-a-graph-animated-ciq6rx9ju4cbzu0btgp89in3.png

Abstract and I. Introduction

II. Methods

III. Generation of Tendon Driven Grippers

IV. Results and Discussion

V. Conclusion and References

III. GENERATION OF TENDON DRIVEN GRIPPERS

A. Finger design

We simplify the process of optimizing robot component parameters by selecting from a few specific values. The grippers we design consists of the palm and up to four fingers where each finger can have up to five phalanges. The palm serves as the central point of a star topology graph, with each finger branching out as a separate connection. This representation encompasses all mechanisms of a similar nature. Graph grammar rules consist of nodes and edges. The nodes contain all the information, while the edges determine the sequence of details. As a result, each finger consists of three types of nodes: phalanxes, joints and transforms along the palm.

Fig. 4 shows schematic representation of a finger with...

Copyright of this story solely belongs to hackernoon.com. To see the full text click HERE

Read more

https://images.ft.com/v3/image/raw/https%3A%2F%2Fd1e00ek4ebabms.cloudfront.net%2Fproduction%2F0523a044-0ad4-4a52-9a5c-860fc5515195.jpg?source=next-article&fit=scale-down&quality=highest&wi...

Q&A with Harvey CEO Winston Weinberg on launching the legal AI startup in 2022, how AI could shake up law firm business models, legal AI competition, and more

Sponsor Posts Niantic Spatial: World models need real-world data — Scaniverse is the gateway to spatial services — self-serve and built for AI and robotics. Large-area 3D reconstruction from 360° cameras and precise localization, anywhere machines operate. Protecting your Cloud Applications Data — Backing up Office 365, Google Workspace, Dropbox & Salesforce data

https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2164333125-1152x648.jpg

Two research papers describe how Google's Co-Scientist and nonprofit FutureHouse's AI tools can succeed at drug-retargeting tasks by forming hypotheses

Sponsor Posts Niantic Spatial: World models need real-world data — Scaniverse is the gateway to spatial services — self-serve and built for AI and robotics. Large-area 3D reconstruction from 360° cameras and precise localization, anywhere machines operate. Protecting your Cloud Applications Data — Backing up Office 365, Google Workspace, Dropbox & Salesforce data

https://static01.nyt.com/images/2026/05/18/multimedia/Biz-China-AI-01-pwzt/Biz-China-AI-01-pwzt-facebookJumbo.jpg

Three precedent-setting court rulings in China have said that employers replacing workers with AI is voluntary cost-cutting that does not justify mass layoffs

Sponsor Posts Niantic Spatial: World models need real-world data — Scaniverse is the gateway to spatial services — self-serve and built for AI and robotics. Large-area 3D reconstruction from 360° cameras and precise localization, anywhere machines operate. Protecting your Cloud Applications Data — Backing up Office 365, Google Workspace, Dropbox & Salesforce data