MIT: Robots Learning How To Transfer Their Knowledge To Other Robots

Youtube

If teaching robots to teach other robots catches on, then these over-educated Technocrats will be sowing the seeds of our own destruction. Does anyone think beyond the end of their smart phone?  TN Editor

Teaching a robot how to do something is usually done by either programming it to perform a specific task, or demonstrating that task for the robot to observe and imitate. The latter method, however, so far hasn’t been accurate enough for robots to be able to transfer their knowledge to other robots.

That’s changing, however, thanks to researchers from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) and a their new teaching method, called C-LEARN. That could have far-reaching consequences by making it easier for non-programmers to teach robots how to perform certain tasks. Even better, it allows robots to teach other robots how to perform the same tasks.

The system does this by giving the robot a knowledge base with information on how to reach and grab different objects. Then, using a 3D interface, the robot is shown a single demo on how to, say, pick up a cylinder or open a door. The task is divided into important moments called “keyframes” — steps that robot needs to take in order to correctly perform the task.

The test bed for C-LEARN is a small, two-armed bomb-disposal robot called Optimus. Once Optimus learns how to perform a task, it can transfer that knowledge to Atlas, a six-foot-tall, 400-pound robot (we wrote about Atlas several times in the past, here and here).

“By combining the intuitiveness of learning from demonstration with the precision of motion-planning algorithms, this approach can help robots do new types of tasks that they haven’t been able to learn before, like multi-step assembly using both of their arms,” Claudia Pérez-D’Arpino, a PhD student who wrote a paper on C-LEARN together with MIT professor Julie Shah, said in a statement.

Read full story here…

 

Related Articles That You Might Like

Technocracy.News is the only web site on the Internet that reports on and critiques Technocracy. Please take a minute to support our work on Patreon!

Leave a Reply

2 Comments on "MIT: Robots Learning How To Transfer Their Knowledge To Other Robots"

Notify of
avatar
Sort by:   newest | oldest | most voted
wpDiscuz

The only Authoritative source for

Exposing Technocracy

Stories curated daily from around the world

Subscribe and get the digest!

No SPAM! We will not share your email with any 3rd party.

Thank You for Subscribing!

 

If you don't receive a confirmation email within a few

minutes, please check  your spam/junk folder.

Wath for a confirmation email.