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Google is using machine learning to teach robots how to grasp random objects

Using your hand to grasp a pen that’s lying on your desk doesn’t exactly feel like a chore, but for robots, that’s still a really hard thing to do. So to teach robots how to better grasp random objects, Google’s research team dedicated 14 robots to the task . The standard way to solve this problem would be for the robot to survey the environment, create a plan for how to grasp the object, then execute on it. In the real world, though, lots of things can change between formulating that plan and executing on it. Google is now using these robots to train a deep convolutional neural network (a technique that’s all the rage in machine learning right now) to help its robots predict the outcome of their grasps based on the camera input and motor commands. It’s basically hand-eye coordination for robots. The team says that it took about 3,000 hours of practice (and 800,000 grasp attempts) before it saw “the beginnings of intelligent reacti...

How to Run Older Applications in Windows 10

You cannot expect all the vendors to upgrade their programs to make them compatible with Windows and neither would you want to purchase all the applications every time a new version of Windows is out. Nonetheless, the fact still remains the same that not all applications are compatible with the latest operating systems and there are times when many applications do not initialize when you upgrade your PC to a newer version of Windows. To make things easy for you, Windows 10 allows you to run the programs in compatibility mode. Running a program in compatibility mode makes the application think that it is installed on an older, compatible version of Windows, thus the software runs without any flaws. There are two ways you can run a program in compatibility mode: Program Compatibility Troubleshooter – This is a step-by-step wizard that allows you to pick a program that you prefer to use and configures it to run in compatibility mode. Compatibility Tab – This tab can...

Here Are The First Connected Home Devices For Apple’s HomeKit

Apple’s HomeKit is finally starting to roll out to actual consumers, via the first crop of HomeKit-enabled accessories from third-party manufacturers. This means you’ll soon be able to get your hands on a range of products for the connected home that work with Siri on your iOS device, and that you’ll be able to do so as soon as today, since some of the new HomeKit accessories start shipping now. The accessories in question range from sensors, to lights, to thermostats, to smart outlets, and come from a group of accessory-makers with a trusted reputation in the connected home industry. HomeKit may have taken a while to arrive, but it’s doing so in grand fashion, with a practical lineup to get your home connected to your iOS ecosystem in an essential way. Elgato Eve The Elgato Eve is a set of connected wireless sensors that monitor key factors like indoor air quality, temperature, humidity as well as conditions outside, like temperature, humidity and air pre...

Sonatype Snares $30 Million Investment Led By Goldman Sachs

Sonatype , a company that helps customers create automated, policy-driven software component security, announced a $30 million round today led by Goldman Sachs. The investment was a mix of debt and equity financing and was handled by Goldman’s Principal Strategic Investments Group, rather than Goldman’s venture capital arm, Sonatype CEO Wayne Jackson explained. Although this may seem a subtle distinction, he says that Strategic Investments only makes investments in products that are central to the company’s mission (as the name implies), whereas the venture arm makes lots of different kinds of investments. Sonatype works to ensure that open source components used in much of Goldman’s (and just about every company’s) software are safe and up-to-date in an automated fashion. “Today, open source components underpin a vast majority of our most mission-critical applications at the firm. As we work to build, maintain and update these applications, w...

Amazon Is Giving Away Unlimited Cloud Storage For $5.00

Amid a slew of deep discounts appearing on the web today as a part of the shopping holiday Black Friday, Amazon has introduced one deal that’s sort of a no brainer. The company is giving away unlimited online storage on its cloud servers for just five dollars. The normal price for this is $60 per year, so this – 92% off – represents a significant savings. The deal is aimed at promoting Amazon’s Cloud Drive service – an online storage site that competes with similar services like Dropbox, Google Drive, Microsoft’s OneDrive, and more. Cloud Drive allows you to store documents, music, photos, videos and other files in the cloud, which you can access from any web-connected device, including smartphones and tablets by way of Amazon’s Cloud Drive mobile applications. However, be aware that if you’re planning to use the now $5 service primarily for photo backups, you may already have that option enabled. Amazon Prime currently offers free, unlimited pho...

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