Nvidia is creating robots that can learn through observation

By Jonathan Dyble
Having hosted its annual International Conference on Robotics and Automation (ICRA), Nvidia has unveiled its machine learning-powered technology that is...

Having hosted its annual International Conference on Robotics and Automation (ICRA), Nvidia has unveiled its machine learning-powered technology that is being used to create robots that can learn to carry out actions by watching humans.

These actions include stacking coloured boxes in a specific order. Powered by Nvidia’s state of the art Titan X GPUs, the neural networks are able to detect different objects and determine the relationships between them, then generating a program whilst observing human interaction with these objects and repeating the sequence of movements.

See also:

The technology was developed at Nvidia’s robotics research lab based in Seattle, headed up by Dieter Fox, with the facilities key aims outlined by Nvidia: “The goal of the lab is to develop the next generation of robots that can robustly manipulate the physical world and interact with people naturally.

In order to test and train this technology, Nvidia used synthetic data from a simulated environment, allowing the company to train the robots much more quickly.

Moving forward, Nvidia will look to enhance the complexity of the tasks that these robots can complete purely through observational learning, having successfully begun to develop such a revolutionary technology.

Share

Featured Articles

The cutting edge: Edge computing trends to watch in 2023

As the IoT has grown and the volume of data has increased, edge computing has become increasingly important. We look at the edge trends to watch this year

Shadow APIs pose serious threat to fintechs, report finds

A third of all financial services’ API traffic is going unmonitored, Imperva Threat Research has found, in what should be a concern for many businesses

IBM and NASA to research impact of climate change with AI

New IBM foundation model technology leverages NASA earth science data for geospatial intelligence

'Change is the new normal' Accenture cloud study finds

Cloud & Cybersecurity

Zurich selects AWS to help accelerate digital transformation

Digital Transformation

Technology can overcome public sector data privacy concerns

Data & Data Analytics