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Nvidia is training robots to learn new skills by observing humans. Initial experiments with the process have seen a Baxter robot learn to pick up and move colored boxes and a toy car in a lab environment. The researchers hope the development of the new deep-learning based system will go some way to train robots to work alongside humans in both manufacturing and home settings. “In the manufacturing environment, robots are really good at repeatedly executing the same trajectory over and over again, but they don’t adapt to changes in the environment, and they don’t learn their tasks, ” Nvidia principal research scientist Stan Birchfield told VentureBeat. “So to repurpose a robot to execute a new task, you have to bring in an expert to reprogram the robot at a fairly low level, and it’s an expensive operation. What we’re interested in doing is making it easier for a non-expert user to teach a robot a new task by simply showing it what to do.” The researchers trained a sequence of neural networks to perform duties associated with perception, program generation, and program execution. The result was that the robot was able to learn a new task from a single demonstration in the real world. Once the robot witnesses the task, it generates a human-readable description of the states required to complete the task. A human can then correct the steps if necessary before execution on the real robot. “There’s sort of a paradigm shift happening in the robotics community now, ” Birchfield said. “We’re at the point now where we can use GPUs to generate essentially a limitless amount of pre-labeled data essentially for free to develop and test algorithms. And this is potentially going to allow us to develop these robotics systems that need to learn how to interact with the world around them in ways that scale better and are safer.” In a video released by the researchers, human operator shows a pair of stacks of cubes to the robot. The system then understands an appropriate program and correctly places the cubes in the correct order. Information gathered by - Robotics for u. Bangalore Robotics, BTM Robotics training center, Robotics spares, Bannerghatta Robotics training center, best robotics training in bangalore,
Look, up in the sky! It's Disney's new autonomous acrobatic robot. Disney's animatronics are coming a long way from drunken pirates waving flagons of ale or hippos that wiggle their ears. In the (relatively) near future, robotic versions of Iron Man or Buzz Lightyear could be performing autonomous acrobatics overhead in Disney theme parks, thanks to the newly-unveiled Stuntronics robot. Animatronic characters have populated Disney parks for more than half a century, albeit often just looping a specific movement over and over. In recent years Disney Research has tried to make the robots more agile and interactive, developing versions that can grab objects more naturally and even juggle and play catch with visitors. Back in May, the company unveiled a prototype called Stickman. Basically a mechanical stick with two degrees of freedom, the robot could be flicked into the air like a trapeze artist, where it used a suite of sensors to tuck and roll in midair, perform a couple of backflips, and unfurl for landing. Impressive as that is, Stickman was far more stick than man. In just a few short months, the project has evolved into Stuntronics, a robot that's noticeably more human. Designed to be a kind of robotic stunt double for a human actor, the Stuntronics robot can perform the same kind of autonomous aerial stunts thanks to a similar load of sensors as Stickman, including an accelerometer, gyroscope array and laser range finding. But unlike Stickman, Stuntronics can stick its landing too. The former bot tended to land flat on its back, but the new version can land feet-first, and hit what looks like a smaller target. Not only that, it can strike a heroic pose in the air, before tucking back up ready for landing. Disney Research scientists said that during a stage show or ride, other animatronics or human actors could perform the up-close, static scenes before the Stuntronics robot is wheeled out when the character needs to fly (or fall with style). Of course, there's no guarantee that this kind of thing will ever get off the ground (literally or figuratively), but it's always exciting to peek behind the curtain at Disneyland. Content gathered by BTM robotics training center, robotics in Bangalore, stem education in Bangalore, stem education in Bannerghatta road, stem education in JP nagar, robotics training centers in Bannerghatta road, robotics training centers in JP nagar, robotics training for kids, robotics training for beginners, best robotics in Bangalore,
Controlling robots with brainwaves and hand gestures Computer Science and Artificial Intelligence Laboratory system enable people to correct robot mistakes on multiple-choice tasks. Getting robots to do things isn’t easy, usually, scientists have to either explicitly program them or get them to understand how humans communicate via language. But what if we could control robots more intuitively, using just hand gestures and brainwaves? A new system spearheaded by researchers from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) aims to do exactly that, allowing users to instantly correct robot mistakes with nothing more than brain signals and the flick of a finger. Building off the team’s past work focused on simple binary-choice activities, the new work expands the scope to multiple-choice tasks, opening up new possibilities for how human workers could manage teams of robots. By monitoring brain activity, the system can detect in real-time if a person notices an error as a robot does a task. Using an interface that measures muscle activity, the person can then make hand gestures to scroll through and select the correct option for the robot to execute. Content gathered by BTM robotics training center, robotics in Bangalore, stem education in Bangalore, stem education in Bannerghatta road, stem education in JP nagar, robotics training centers in Bannerghatta road, robotics training centers in JP nagar, robotics training for kids, robotics training for beginners, best robotics in Bangalore,
Army researchers develop A.I. tech that helps U.S. soldiers learn 13x faster than conventional methods. Army researchers are making huge strides in the field of artificial intelligence (AI) that can support U.S. soldiers on the battlefield. Their latest development is an affordable yet capable AI assistant that can reportedly help human troops learn more than 13 times faster than normal training methods. Featuring vastly improved machine learning capabilities, the AI will be installed upon the Army’s future ground combat vehicles. It is intended to help a human soldier spot important clues, recognize the developing situation, and come up with a solution to the problem on the fly. The AI would reportedly help preserve American lives during the chaos of combat. For example, it could keep a lookout for suspicious-looking or behaving vehicles that might be a vehicle-borne improvised explosive device (VBIED) like a car bomb. If it spots any such mobile bomb, it would identify the vehicle as such and warn its user about the threat. Another service it could provide is studying aerial imagery of a battlefield. Based on the available information, the AI can map out probable danger zones that soldiers should enter with extreme caution. Content gathered by BTM robotics training centre, robotics in Bangalore, stem education in Bangalore, stem education in Bannerghatta road, stem education in JP Nagar, robotics training centres in Bannerghatta road, robotics training centres in JP Nagar, robotics training for kids, robotics training for beginners, best robotics in Bangalore.
This Terrifying Robot Wolf is protecting the crops of Japanese Farmers For the last eight months, farms near Kisarazu City in Japan have been home to a horrifying robot wolf. But don’t worry; it wasn’t created to terrorize local residents (although, from the looks of the thing, it probably did). Its official name is “Super Monster Wolf, ” and engineers designed it to stop animals from eating farmers’ crops. In truth, the story of the robot wolf is more than a little sad. As Motherboard reports, wolves went extinct in Japan in the early 1800s. A state-sponsored eradication campaign. Now, parts of Japan are overrun with deer and wild boar. They love to feast on farmers’ rice and chestnut crops. Obviously, farmers do not love this. Fast forward 200 years and humans create a robotic wolf to replace the species they killed off. But there is some good here. The first official trial of the robot wolf just ended and surprised it was a resounding success. In fact, it was such a success that the wolf is entering mass production next month. Content gathered by BTM robotics training center, robotics in Bangalore, stem education in Bangalore, stem education in Bannerghatta road, stem education in JP Nagar, robotics training centers in Bannerghatta road, robotics training centers in JP Nagar, robotics training for kids, robotics training for beginners, best robotics in Bangalore,
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