Hands That Learn To Hold
Written by Mike James   
Sunday, 07 April 2013

This is another of Festo's latest robotic inventions and while it isn't as visually stunning as its flying insect, a multi-fingered gripper that learns how to manipulate an object is still impressive.

The LearningGripper is a demonstration of how AI and robotics are coming together. A four-fingered gripper starts out not knowing how to rotate a ball from an initial position to show its logo face up. A learning algorithm, based on reinforcement learning, is used to slowly improve on random attempts to rotate the ball. If the sequence of movements gets the ball close to its final position, then it is rewarded and has a higher chance of being used again. 

If you think the task is an easy one, consider having to write a program that operates the 12 pneumatic bellows that move the fingers even to achieve something simpler such as a rotation. Each finger has three degrees of freedom.

 festogripper

 

The learning algorithm takes about an hour to learn the task, but once it has the program is available for a second gripper to demonstrate. 

 

 

The potential of robots to move beyond their role in production lines is clear, once the bottleneck of needing to program them explicitly is removed. The mechanical components used to build robots and manipulators are becoming cheaper and systems that learn manipulations are the obvious next step - even if making them work is still difficult. 

 festogripper3

 

More Information

LearningGripper

Related Articles

Air Muscles Power Festo's Humanoid Robot

Festo's Dragonfly 

Baxter Is A Useful Robot - Sort Of

Korean Household Robot Prepares Salad

 

To be informed about new articles on I Programmer, sign up for our weekly newsletter, subscribe to the RSS feed and follow us on Twitter, Facebook or Linkedin.

 

Banner


Chinese Robots Play Three-a-Side Soccer
06/07/2025

Four teams of humanoid robots faced off in fully autonomous 3-on-3 soccer matches in the latest event organized to showcase China’s advances in humanoid robot technology. It was the first such compe [ ... ]



Apache Arrow 21 Released
07/07/2025

Version 21 of Apache Arrow has been released, including the first official Swift implementation of the platform. Improvements to Arrow 21 include exposing gRPC in the Flight client builder and improve [ ... ]


More News

pico book

 

Comments




or email your comment to: comments@i-programmer.info

Last Updated ( Saturday, 09 March 2019 )