Brain power

Robo Brain and the knowledge commons

Originally posted on The Horizons Tracker.

Collaboration between robots is something I’ve touched upon a few times, as researchers attempt to create a shared repository of knowledge that any robots attached to the database can instantly plug into.

For instance, an MIT team developed a team of robots that were capable of collaborating with one another in a bar type environment.  Researchers from the University of Maryland and Brown respectively aim to scale up this learning.

The researchers hypothesize that if 300 robots examine objects and share this with each other, it could be possible for 1 million objects to be ‘learned’ in just 11 days.

“By having robots share what they’ve learned, it’s possible to increase the speed of data collection by orders of magnitude,” they say.

Robotic commons

The potential for this is clear, but what is less clear is whether this learning will be proprietary to a particular institution or make of robot, or whether it will be open for free use.

One project that is attempting to make such knowledge freely available is the Cornell led Robo Brain.  The venture, which has also attracted support from Stanford and Brown, aims to develop a framework by which robots can easily share their own knowledge with the cloud, and to then access the collective intelligence of others via the same platform.

This collective knowledge bank is achieved by harvesting knowledge from a range of sources, including symbols, shapes, natural language and motions.

These collective repositories of knowledge offer tremendous potential for rapid scale learning as researchers aren’t building the knowledge base for their robots from scratch each time.

This is especially powerful when researchers from divergent fields can pool their knowledge, thus making the whole much richer than its individual parts.

It will be fascinating to see how far this approach goes, especially as robotics becomes more of a commercial endeavor than an academic one.

Article source: Robo Brain and the knowledge commons.

Header image source: Robo Brain, © Cornell University.

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Adi Gaskell

I'm an old school liberal with a love of self organizing systems. I hold a masters degree in IT, specializing in artificial intelligence and enjoy exploring the edge of organizational behavior. I specialize in finding the many great things that are happening in the world, and helping organizations apply these changes to their own environments. I also blog for some of the biggest sites in the industry, including Forbes, Social Business News, Social Media Today and Work.com, whilst also covering the latest trends in the social business world on my own website. I have also delivered talks on the subject for the likes of the NUJ, the Guardian, Stevenage Bioscience and CMI, whilst also appearing on shows such as BBC Radio 5 Live and Calgary Today.

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