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Monthly Archives: June 2017
Super Soaker Inventor Takes Aim at Funding High School Robotics Teams – NBCNews.com
Posted: June 1, 2017 at 10:40 pm
He created one of the most popular toys on the planet but the inventor of the "Super Soaker" isn't done making a splash.
Lonnie Johnson is now focusing on new battery technology, but his most rewarding pursuit may be sharing his knowledge with a new generation of engineers.
The mild-mannered Johnson grew up in Mobile, Alabama at the height of the civil rights movement.
"There was a lot of fear, a lot of anxiety, a lot of stress," he remembered. "When I was a child the 'White-only' bathrooms were still very prevalent."
He turned that fear into motivation and a career as a NASA rocket scientist. But his "a-ha" moment came unexpectedly while he was designing a water pump. He had built testing the pump out in a bathroom when he noticed something.
"I thought to myself, 'Geez, this would make a neat water gun!'" he said. "At that point I decided to put my engineering hat on and design a high performance water gun."
That idea would change his life.
He built the first prototype for what became "The Super Soaker."
The toy, which first went on sale in the early 1990's, eventually topped $1 billion in sales. Johnson also went on to come up with the NERF gun and other toys.
"It's interesting that the Super Soaker gets so much attention," he said. "I really like to think of myself as a serious engineer!"
Now, he's getting serious about giving back. His nonprofit helps fund high school robotics teams. One of them the DISCbots from the nearby DeKalb International Student Center is made up of refugees from nine countries.
Kalombo Mukuca fled the Central African Republic a year ago. "Even babies -- they kill them," he said. "So we don't want to get killed."
Emanuel Tezera came to the United States from Ethiopia. "I want to fix something in this world," he said.
Incredibly, in just its second year, the DISCbots qualified for the world-wide robotics competition in Texas.
For Johnson, this idea may be his most rewarding.
"If I can have a positive impact," he said, "clearly it's something I want to do."
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Announcing the agenda for TechCrunch Sessions: Robotics … – TechCrunch
Posted: at 10:40 pm
TechCrunch is holding its first ever event focused solely on robotics on July 17 at MITs Kresge Auditorium in Cambridge, Mass., and today were really pleased to roll out the agenda forTC Sessions: Robotics.
The events purpose is to convene two very different worlds in robotics the nascent startup and venture scene and the deeply established research, government and corporate worlds. We think weve got our arms around all that and more. Anyone who attends TC Sessions: Robotics will learn how tomorrows robotics companies and technologies are going to populate our workplaces, homes, and everything in between while also learning where to make smart bets for employment, investment and education.
The agenda is packed with the top scientists, executives and companies in the robotics world. And its not done yet. Look for announcements in the coming days ofworkshops, a few remaining speakers, and our pitch-off contestants.
Please set aside July 17 and join TechCrunch, our speakers, and attendees for an amazing day of robotics. Get your tickets while they last. Interested in sponsorship? More information is available here.General questions?Reach out here.
9:00 AM 9:05 AM Opening Remarks fromMatthew Panzarino
9:05 AM 9:25 AM Whats Next at MITs Computer Science and Artificial Intelligence Laboratory withDaniela Rus (MIT CSAIL)
9:25 AM 9:50 AM Is Venture Ready for Robotics?withManish Kothari (SRI), Josh Wolfe (Lux Capital) and Helen Zelman (Lemnos)
10:10 AM 10:35 AM Collaborative Robots At WorkwithClara Vu (VEO), Jerome Dubois (6 River Systems) and Holly Yanco (UMass Lowell)
10:35 AM 10:55 AM Coffee Break
10:55 AM 11:20 AM Building A Robotics Startup from Angel to Exit with Helen Greiner (CyPhy Works),Andy Wheeler (GV) and Elaine Chen (Martin Trust Center for MIT Entrepreneurship)
11:20 AM 11:30 AM Soft Robotics (Carl Vause) Demo
11:30 AM 11:55 AM Re-imagineering Disney Robotics with Martin Buehler (Disney Imagineering)
12:00 PM 1:00 PM Lunch and Workshops TBA
1:00 PM 1:20 PM Robots at Amazonwith Tye Brady (Amazon Robotics)
1:20 PM 1:55 PM When Robots Fly with Buddy Michini (Airware), Andreas Raptopoulos (Matternet) and Anil Nanduri (Intel)
1:55 PM 2:15 PM Packbot, Roomba and Beyondwith Colin Angle (iRobot)
2:15 PM 2:35 PM Building Better BionicsSamantha Payne (Open Bionics) and TBA
2:35 PM 2:45 PM Demo TBA
2:45 PM 3:05 PM The Future of Industrial Robotics with Sami Atiya (ABB)
3:05 PM 3:25 PM Coffee Break
3:25 3:35 PM Demo TBA
3:35 PM 4:15 PM Robotics Startup Pitch-off (Judges and contestants TBA)
4:15 PM 4:35 PM The Age Of The Household RobotwithGill Pratt (Toyota Research Institute)
4:35 PM 4:55 PM Building The Robot Brain withHeather Ames (Neurala) andBrian Gerky (OSRF) and TBA
4:55 PM 5:20 PM Robots, AI and HumanitywithDavid Barrett (Olin), David Edelman (MIT) and Dr. Brian Pierce (DARPA) and TBA
5:20 PM 5:25 PM Wrap Up
5:25 PM -7:00 PM Reception
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The No. 1 industry being threatened by robots – MarketWatch
Posted: at 10:40 pm
The robot revolution may not have replaced us yet, but automation is undoubtedly creeping its way into many careers.
Hundreds of jobs now require some level of robotics skills, a new analysis from career website Zippia found. Nearly 1,000 job titles now have robotics-related requirements, the study found, which it defined as degree of autonomy, a set of intended tasks, and ability to function without human intervention. Of 985 such jobs it found in its database, 492 job titles were listed multiple times in fields that had robotics-related requirements.
The manufacturing industry has already been hit by automation, which has impacted employment in the U.S. auto industry. But what other industries are next?
The health field is particularly at risk, with the highest share 68 positions on its list. The job where youll most likely have to work with a robot? Decal applicator, which entails affixing labels to a number of products, including bikes, cars and bottles. It found the category had 2,711 listings involving robotics almost four times as many as any other job. This doesnt mean robots have taken over those jobs, only that they are assisting some have suggested the robot revolution could lead to higher wages in industries where automation takes over.
Here are the job titles that most require candidates to interact with robots and automation, according to Zippia. decal applicators, dermatologists, applied anthropologists, urologists, computer-aided drafters, tank drivers, indirect fire infantrymen and women, robotic welders and robotics engineers.
Technology entrepreneurs like Mark Zuckerberg, chief executive of Facebook FB, and Bill Gates, co-founder of Microsoft MSFT, +0.37% have warned about the threat of automation and artificial intelligence stealing tens of millions of jobs. A total of 25 million jobs will be? eliminated by technology by 2027, a study from market research company Forrester Research found, and a separate study from economists from the Massachusetts Institute of Technology and Boston University argued that six workers will lose their positions for every robot added.
However, the automation revolution isnt all bad for human workers: 15 million new jobs will be created in the U.S. over the next decade as a result of technology and 25% of jobs will be transformed, and not replaced. These positions are largely in finance, medicine and farming, the study found.
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Lego’s new programmable robotics kit is up for preorder – The Verge
Posted: at 10:40 pm
Lego just opened preorders for Lego Boost, the simple programmable robotics kit it announced early this year. The $159.99 kit includes two motors, a color and distance sensor, and the parts needed to build a Lego cat, robot, guitar, vehicle, or imitation 3D printer. Kids can control their creations with an Android or iOS app, using a basic drag-and-drop programming system. Preorders will begin shipping in late July.
Boost is one of several options for programmable Lego. Outside the well-known Lego Mindstorms, theres also the educational WeDo platform, as well as newly announced support for Apples educational programming app, Swift Playgrounds. Boosts text-free drag-and-drop programming is designed for younger children than Mindstorms is, and its meant to be more for play than education. We tried it at CES, and while its far more limited than something like Mindstorms (and costs a lot of money), its also pretty fun!
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Apple brings dancing robots and backflipping drones into Swift Playgrounds – TechCrunch
Posted: at 10:40 pm
Code rules everything around me. And you.
Really: be it the stoplight you stared at this morning, or the train you rode in on, or the lil robot vacuum keeping your floor ever-so-slightly cleaner while youre away, code is everywhere.
But even for people whove put the time in to learn to program, jumping from software to hardware can be a challenge even if said challenge is just figuring out where to start. How do you program something real? How do you build something that moves?
Apple is taking steps to tackle that problem by bringing third-party hardware think robots, drones, and musical instruments into its learn-to-code platform, Swift Playgrounds.
Unfamiliar with Swift Playground? Thats okay its only about a year old. Swift Playgrounds is an iPad app that Apple built to teach people (not just kids, Apple notes whenever talking about it) to code. On one half of the screen, users write code actual, live, Swift code (albeit code thats generally executing on top of a more complicated engine behind the curtain) to complete challenges. On the other half, said code runs at the tap of a button. One lesson might have you move a character around a board one step at a time to teach you how functions work; another might have you tweak the mechanics of a brick breaker game to teach you about variables.
A little over a million people have used Swift Playgrounds since launch, Apple tells me. With todays news, Apple is working with a handful of companies to bring hardware into the mix. Folks like:
Some of these teams had already started tapping into Swift Playgrounds on their own, with Apple having opened Playgrounds content creation to third party developers from the beginning the aforementioned Wonder Workshop, for example, has been offering Swift Playground lessons for a few months now. Apple embracing the integrations really just formalizes thing, makes it simpler to tie third-party Bluetooth devices into Swift Playgrounds, and adds a bunch of support from Apples end.
This is a smart move on Apples part, and one thats pretty characteristic for the company. Apple has used education as a foot-in-the-door (with varying degrees of success) for decades, from sending Apple Is to schools in the 70s (to prove their prowess over the big ol mainframes of the time) to donating tens of thousands of iPads to schools just last year.
But this move potentially helps them introduce themselves to a new level of student the budding hardware engineer early on.
Take the LEGO Mindstorms integration, for example. Mindstorms is already used in robotics clubs around the world.
LEGO already has its own development tools for Mindstorms, including one for the iPad. But now they get a solid, ultra newbie-friendly coding platform in Swift Playgrounds. One with its own teaching platform built right in, and one where the most complicated bits of the system (the underlying engine) are largely maintained by Apple.
Apple, meanwhile, gets to pop up in those aforementioned robotics clubs (the stomping grounds of many a lifelong engineer) and say Hey kids! Learning your first programming language to make that robot dance? Check out our programming language, Swift! Oh, and do it on an iPad!
It all just makes sense.
These new third-party tie-ins will start working with the release of Swift Playgrounds 1.5, which Apple tells me should hit the App Store on June 5th.
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Apple brings dancing robots and backflipping drones into Swift Playgrounds - TechCrunch
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‘Swarmathon’ Robotics Team Competes at Cape Canaveral – UC Merced University News
Posted: at 10:40 pm
The future of robotics is not in using one super-powerful robot for all tasks, but rather to use a coalition of simpler robots collaboratively, Carpinexplained.
Todays engineers, drawing inspiration from nature, design cooperative robots to accomplish tasks impossible for individualrobots.
A lot of the ideas implemented in robots are inspired by biological algorithms, Meraz explained. How do ants forage for food? And how do you translate those foraging algorithms torobots?
But why ants? Ant societies exhibit efficient group problem solving. A kind of higher intelligence, absent in solitary ants, emerges from the swarm. Some biologists even refer to ant societies assuperorganisms.
Essentially, you can look at the swarm as a single organism with distributed sensors that are all communicating with each other, Merazexplained.
This is what NASA wants from Swarmies cooperative rovers that mimic the efficient foraging behavior of antswarms.
With this in mind, UC Merceds team comprised of Meraz, Jose Manuel Gonzalez Hermosillo, Jesus Sergio Gonzalez Castellon, Navvaran Mann, James Nho, Jesus Salcedo and Carlos Diaz developed code to turn their trio of Swarmies into a tiny colony of roboticants.
But this was no easy task. Nor was it their only obligation. NASA also requires Swarmathon teams to engage inoutreach.
The team worked with students from Atwaters Buhach Colony High School to build SumoBots. As the name suggests, SumoBots are robots designed to push each other around, the winner being the SumoBot that forces its opponent out of thering.
But for many involved, the highlight of the year was the Swarmathon itself. Six team members traveled to NASAs Kennedy Space Center to compete. This was the first year UC Merced participated in the 2-year-oldevent.
Pitted against 18 other teams, UC Merced came in 11thoverall.
We spent a lot of time on this, and it was really hard, Meraz said What we thought wed progress to and what we did progress to were verydifferent.
However, the team did not come away empty-handed. They won second prize for their technical report describing the methods, experiments and results of their efforts. They also won third prize for their outreach report, which documented their work at BuhachColony.
Plus, Swarmathon helped two team members secure coveted summer internships. Meraz was invited to spend the summer in the lab of Melanie Moses, the UNM robotics professor who oversees Swarmathon, while Diaz and Gonzalez will stay on campus to work in Carpins lab on a project funded byUSDA/NIFA.
And Meraz and company have no plans to quitnow.
We are definitely competing again next year, Meraz said. I've already recruited a few of the top students that were in my Intro to Robotics course with Stefano Carpin, so we will go in with much moreexperience.
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Why Rat-Brained Robots Are So Good at Navigating Unfamiliar Terrain – IEEE Spectrum
Posted: at 10:40 pm
3.Engineering Cognition Photo: Dan Saelinger
If you take a common brown rat and drop it into a lab maze or a subway tunnel, it will immediately begin to explore its surroundings, sniffing around the edges, brushing its whiskers against surfaces, peering around corners and obstacles. After a while, it will return to where it started, and from then on, it will treat the explored terrain as familiar.
Roboticists have long dreamed of giving their creations similar navigation skills. To be useful in our environments, robots must be able to find their way around on their own. Some are already learning to do that in homes, offices, warehouses, hospitals, hotels, and, in the case of self-driving cars, entire cities. Despite the progress, though, these robotic platforms still struggle to operate reliably under even mildly challenging conditions. Self-driving vehicles, for example, may come equipped with sophisticated sensors and detailed maps of the road ahead, and yet human drivers still have to take control in heavy rain or snow, or at night.
The lowly brown rat, by contrast, is a nimble navigator that has no problem finding its way around, under, over, and through the toughest spaces. When a rat explores an unfamiliar territory, specialized neurons in its 2-gram brain fire, or spike, in response to landmarks or boundaries. Other neurons spike at regular distancesonce every 20 centimeters, every meter, and so oncreating a kind of mental representation of space [PDF]. Yet other neurons act like an internal compass, recording the direction in which the animals head is turned [PDF]. Taken together, this neural activity allows the rat to remember where its been and how it got there. Whenever it follows the same path, the spikes strengthen, making the rats navigation more robust.
So why cant a robot be more like a rat?
The answer is, it can. At the Queensland University of Technology (QUT), in Brisbane, Australia, Michael Milford and his collaborators have spent the last 14 years honing a robot navigation system modeled on the brains of rats. This biologically inspired approach, they hope, could help robots navigate dynamic environments without requiring advanced, costly sensors and computationally intensive algorithms.
An earlier version of their system allowed an indoor package-delivery bot to operate autonomously for two weeks in a lab. During that period, it made more than 1,100 mock deliveries, traveled a total of 40 kilometers, and recharged itself 23 times. Another version successfully mapped an entire suburb of Brisbane, using only the imagery captured by the camera on a MacBook. Now Milfords group is translating its rat-brain algorithms into a rugged navigation system for the heavy-equipment maker Caterpillar, which plans to deploy it on a fleet of underground mining vehicles.
Milford, whos 35 and looks about 10 years younger, began investigating brain-based navigation in 2003, when he was a Ph.D. student at the University of Queensland working with roboticist Gordon Wyeth, whos now dean of science and engineering at QUT.
At the time, one of the big pushes in robotics was the kidnapped robot problem: If you take a robot and move it somewhere else, can it figure out where it is? One way to solve the problem is SLAM, which stands for simultaneous localization and mapping. While running a SLAM algorithm, a robot can explore strange terrain, building a map of its surroundings while at the same time positioning, or localizing, itself within that map.
Wyeth had long been interested in brain-inspired computing, starting with work on neural networks in the late 1980s. And so he and Milford decided to work on a version of SLAM that took its cues from the rats neural circuitry. They called it RatSLAM.
There already were numerous flavors of SLAM, and today they number in the dozens, each with its own advantages and drawbacks. What they all have in common is that they rely on two separate streams of data. One relates to what the environment looks like, and robots gather this kind of data using sensors as varied as sonars, cameras, and laser scanners. The second stream concerns the robot itself, or more specifically, its speed and orientation; robots derive that data from sensors like rotary encoders on their wheels or an inertial measurement unit (IMU) on their bodies. A SLAM algorithm looks at the environmental data and tries to identify notable landmarks, adding these to its map. As the robot moves, it monitors its speed and direction and looks for those landmarks; if the robot recognizes a landmark, it uses the landmarks position to refine its own location on the map.
But whereas most implementations of SLAM aim for highly detailed, static maps, Milford and Wyeth were more interested in how to navigate through an environment thats in constant flux. Their aim wasnt to create maps built with costly lidars and high-powered computersthey wanted their system to make sense of space the way animals do.
Rats dont build maps, Wyeth says. They have other ways of remembering where they are. Those ways include neurons called place cells and head-direction cells, which respectively let the rat identify landmarks and gauge its direction. Like other neurons, these cells are densely interconnected and work by adjusting their spiking patterns in response to different stimuli. To mimic this structure and behavior in software, Milford adopted a type of artificial neural network called an attractor network. These neural nets consist of hundreds to thousands of interconnected nodes that, like groups of neurons, respond to an input by producing a specific spiking pattern, known as an attractor state. Computational neuroscientists use attractor networks to study neurons associated with memory and motor behavior. Milford and Wyeth wanted to use them to power RatSLAM.
They spent months working on the software, and then they loaded it into a Pioneer robot, a mobile platform popular among roboticists. Their rat-brained bot was alive.
But it was a failure. When they let it run in a 2-by-2-meter arena, Milford says, it got lost even in that simple environment.
Milford and Wyeth realized that RatSLAM didnt have enough information with which to reduce errors as it made its decisions. Like other SLAM algorithms, it doesnt try to make exact, definite calculations about where things are on the map its generating; instead, it relies on approximations and probabilities as a way of incorporating uncertaintiesconflicting sensor readings, for examplethat inevitably crop up. If you dont take that into account, your robot ends up lost.
That seemed to be the problem with RatSLAM. In some cases, the robot would recognize a landmark and be able to refine its position, but other times the data was too ambiguous. After not too long, the accrued error was bigger than 2metersthe robot thought it was outside the arena!
In other words, their rat-brain model was too crude. It needed better neural circuitry to be able to abstract more information about the world.
So we engineered a new type of neuron, which we called a pose cell, Milford says. The pose cell didnt just tell the robot its location or its orientation, it did both at the same time. Now, when the robot identified a landmark it had seen before, it could more precisely encode its place on the map and keep errors in check.
Again, Milford placed the robot inside the 2-by-2-meter arena. Suddenly, our robot could navigate quite well, he recalls.
Interestingly, not long after the researchers devised these artificial cells, neuroscientists in Norway announced the discovery of grid cells, which are neurons whose spiking activity forms regular geometric patterns and tells the animal its relative position within a certainarea. [For more on the neuroscience of rats, see AI Designers Find Inspiration in Rat Brains.]
Our pose cells werent exactly grid cells, but they had similar features, Milford says. That was rather gratifying.
The robot tests moved to bigger arenas with greater complexity. We did a whole floor, then multiple floors in the building, Wyeth recalls. Then I told Michael, Lets do a whole suburb. I thought he would kill me.
Milford loaded the RatSLAM software into a MacBook and taped it on the roof of his red 1994 Mazda Astina. To get a stream of data about the environment, he used the laptops camera, setting it to snap a photo of the street ahead of the car several times per second. To get a stream of the data about the robot itselfin this case, his carhe found a creative solution. Instead of attaching encoders to the wheels or using an IMU or GPS, he used simple image-processing techniques. By tracking and comparing pixels on sequences of photos from the MacBook, his SLAM algorithm could calculate the vehicles speed as well as direction changes.
Milford drove for about 2 hours through the streets of the Brisbane suburb of St. Lucia [PDF], covering 66 kilometers. The result wasnt a precise, to-scale map, but it accurately represented the topology of the roads and could pinpoint exactly where the car was at any given moment. RatSLAM worked.
It immediately drew attention and was widely discussed because it was very different from what other roboticists were doing, says David Wettergreen, a roboticist at Carnegie Mellon University, in Pittsburgh, who specializes in autonomous robots for planetary exploration. Indeed, its still considered one of the most notable examples of brain-inspired robotics.
But though RatSLAM created a stir, it didnt set off a wave of research based on those same principles. And when Milford and Wyeth approached companies about commercializing their system, they found many keen to hear their pitch but ultimately no takers. A colleague told me we should have called it NeuroSLAM, Wyeth says. People have bad associations with rats.
Thats why Milford is excited about the two-year project with Caterpillar, which began in March. Ive always wanted to create systems that had real-world uses, he says. It took a lot longer than I expected for that to happen.
We looked at their results and decided this is something we could get up and running quickly, Dave Smith, an engineer at Caterpillars Australia Research Center, in Brisbane, tells me. The fact that its rat inspired is just a cool thing.
Underground mines are among the harshest man-made places on earth. Theyre cold, dark, and dusty, and due to the possibility of a sudden collapse or explosion, theyre also extremely dangerous. For companies operating in such an extreme environment, improving their ability to track machines and people underground is critical.
In a surface mine, youd simply use high-precision differential GPS, but that obviously doesnt work below ground. Existing indoor navigation systems, such as laser mapping and RF networks, are expensive and often require infrastructure thats difficult to deploy and maintain in the severe conditions of a mine. For instance, when Caterpillar engineers considered 3D lidar, like the ones used on self-driving cars, they concluded that none of them can survive underground, Smith says.
One big reason that mine operators need to track their vehicles is to plan how they excavate. Each day starts with a dig plan that specifies the amount of ore that will be mined in various tunnels. At the end of the day, the operator compares the dig plan to what was actually mined, to come up with the next days dig plan. If youre feeding in inaccurate information, your plan is not going to be very good. You may start mining dirt instead of ore, or the whole tunnel could cave in, Smith explains. Its really important to know what youve done.
The traditional method is for the miner to jot down his movements throughout the day, but that means he has to stop what hes doing to fill out paperwork, and hes often guessing what actually occurred. The QUT navigation system will more accurately measure where and how far each vehicle travels, as well as provide a reading of where the vehicle is at any given time. The first vehicle will drive into the mine and map the environment using the rat-brain-inspired navigation algorithm, while also gathering images of each tunnel with a low-cost 720p camera. The only unusual feature of the camera is its extreme ruggedization, which Smith says goes well beyond military specifications.
Subsequent vehicles will use those results to localize themselves within the mine, comparing footage from their own cameras with previously gathered images. The vehicles wont be autonomous, Milford notes, but that capability could eventually be achieved by combining the camera data with data from IMUs and other sensors. This would add more precision to the trucks positioning, allowing them to drive themselves.
The QUT team has started collecting data within actual mines, which will be merged with another large data set from Caterpillar containing about a thousand hours of underground camera imagery. They will then devise a preliminary algorithm, to be tested in an abandoned mine somewhere in Queensland, with the help of Mining3, an Australian mining R&D company; the Queensland government is also a partner on the project. The system could be useful for deep open-pit mines, where GPS tends not to work reliably. If all goes well, Caterpillar plans to commercialize the system quickly. We need these solutions, Smith says.
For now, Milfords team relies on standard computing hardware to run its algorithms, although they keep tabs on the latest research in neuromorphic computing. Its still a bit early for us to dive in, Milford says. Eventually, though, he expects his brain-inspired systems will map well to neuromorphic chip architectures like IBMs True North and the University of Manchesters SpiNNaker. [For more on these chips, see Neuromorphic Chips Are Destined for Deep Learningor Obscurity, in this issue.]
Will brain-inspired navigation ever go mainstream? Many developers of self-driving cars, for instance, invest heavily in creating detailed maps of the roads where their vehicles will drive. The vehicles then use their cameras, lidars, GPS, and other sensors to locate themselves on the maps, rather than having to build their own.
Still, autonomous vehicles need to prove they can drive in conditions like heavy rain, snow, fog, and darkness. They also need to better handle uncertainty in the data; images with glare, for instance, might have contributed to a fatal accident involving a self-driving Tesla last year. Some companies are already testing machine-learning-based navigation systems, which rely on artificial neural networks, but its possible that more brain-inspired approaches like RatSLAM could complement those systems, improving performance in difficult or unexpected scenarios.
Carnegie Mellons Wettergreen offers a more tantalizing possibility: giving cars the ability to navigate to specific locations without having to explicitly plan a trajectory on a city map. Future robots, he notes, will have everything modeled down to the millimeter. But I dont, he says, and yet I can still find my way around. The human brain uses different types of models and mapssome are metric, some are more topological, and some are semantic.
A human, he continues, can start with an idea like Somewhere on the south side of the city, theres a good Mexican restaurant. Arriving in that general area, the person can then look for clues as to where the restaurant may be. Even the most capable self-driving car wouldnt know what to do with that kind of task, but a more brain-inspired system just might.
Some roboticists, however, are skeptical that such unconventional approaches to SLAM are going to pay off. As sensors like lidar, IMUs, and GPS get better and cheaper, traditional SLAM algorithms will be able to produce increasingly accurate results by combining data from multiple sources. People tend to ignore the fact that SLAM is really a sensor fusion problem and that we are getting better and better at doing SLAM with lower-cost sensors, says Melonee Wise, CEO of Fetch Robotics, a company based in San Jose, Calif., that sells mobile robots for transporting goods in highly dynamic environments. I think this disregard causes people to fixate on trying to solve SLAM with one sensor, like a camera, but in todays low-cost sensor world thats not really necessary.
Even if RatSLAM doesnt become practical for most applications, developing such brainlike algorithms offers us a window into our own intelligence, says Peter Stratton, a computer scientist at the Queensland Brain Institute who collaborates with Milford. He notes that standard computings von Neumann architecture, where the processor is separated from memory and data is shuttled between them, is very inefficient.
The brain doesnt work anything like that. Memory and processing are both happening in the neuron. Its computing with memories, Stratton says. A better understanding of brain activity, not only as it relates to responses to stimuli but also in terms of its deeper internal processesmemory retrieval, problem solving, daydreamingis whats been missing from past AI attempts, he says.
Milford notes that a lot of types of intelligence arent easy to study using only animals. But when you observe how rats and robots perform the same tasks, like navigating a new environment, you can test your theories about how the brain works. You can replay scenarios repeatedly. You can tinker and manipulate your models and algorithms. And unlike with an animal or an insect brain, he says, we can see everything in a robots brain.
This article appears in the June 2017 print issue as Navigate Like a Rat.
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Europe regulates robotics: Summer school brings together researchers and experts in robotics – Robohub
Posted: at 10:40 pm
After a successful 2016 first edition, our next summer school cohort onThe Regulation of Robotics in Europe: Legal, Ethical and Economic Implicationswill take place in Pisa at the Scuola SantAnna, from 3- 8 July.
When the Robolaw project came to an end and we presented our results before the European Parliament we clearly perceived that a leap was needed not only in some approaches to regulation but also in the way social scientists, as well as engineers, are trained.
Indeed, in order to undergo technical analysis in law and robotics, without being lured into science fiction, an adequate understanding of the peculiarities of the systems being studied is required. A bottom-up approach, like the one adopted by Robolaw and its guidelines, is essential.
Social scientists, and lawyers in particular, often lack such knowledge and thus tend to either make unreasonable assumptions of technological developments that are farfetched or simply unrealistic or misperceive what the pivoting point in the analysis is going to be. The notion of autonomy is a fitting example. The consequence, however, is not simply bad scientific literature, but potentially inadequate policies being developed, thence wrong decision even legislative ones being adopted, impacting research and development of new applications, while overlooking relevant issues and impairments.
Similarly, engineers working in robotics are often confronted with philosophical and legal debates involving the devices they research that they are not always equipped to understand. Those debates are instead precious for they allow to identify societal concerns and expectations that can be used to orient research strategically, and engineers ought also participate and have a say.
Ultimately, it is everybodys interest to better address existing and emerging needs, fulfilling desires and avoiding eliciting often ungrounded fears. This is what the European Union understands as Responsible Research and Innovation, but it also the prerequisite for the diffusion of new applications in society and the emergence of a sound robotic industry. Moreover, the current tendency in EU regulation favouring by design approaches whereby privacy or other rights need to be enforced through the very functioning of the device require technicians to consider such concerns early on, during the development phase of their products.
A common language needs thus be created, to avoid a babel-tower effect, that preserves each ones peculiarities and specificities, yet allowing close cooperation.
A multidisciplinary approach, grounded in philosophy ethics in particular , law and law and economics methodologies economics and innovation management, and engineering is required.
With that idea in mind, we competed and won a Jean Monnet grant a prestigious funding action of the EU Commission, mainly directed towards the promotion of education and teaching activities with a project titled:Europe Regulates Robotics andorganized the first edition of the Summer School The Regulation of Robotics in Europe: Legal, Ethical and Economic Implications in 2016.
The opening event of the Summer School saw the participation of MEP (Member of the EU Parliament) Mady Delvaux-Stehres, who presented what was then the draft recommendation now approved of the EU Parliament on the Civil Law Rules of Robotics, Mihalis Kritikos a Policy Analyst of the Parliament , who personally contributed to the drafting of that document, Maria Chiara Carrozza former Italian minister of University Education and Research, professor of robotics and member of the Italian Senate discussing Italian political initiatives. We also had entrepreneurs, such as Roberto Valleggi, and engineers coming from the industry, such as Arturo Baroncelli from Comau and academia, Fabio Bonsignorio, who also taught the course.
Classes dealt with methodologies the Robolaw approach notions of autonomy, liability and different liability models privacy, benchmarking and robot design, machine ethics and human enhancement through technology, innovation management and technology assessment. Students also had the chance to visit the Biorobotics Institute laboratories in Pontedera (directed by Prof. Paolo Dario) and see many different applications and research being carried out, directly explained by the people who work on them.
The most impressive part was, however, our class. We managed to put together a truly international group of young and bright minds, many of which already enrolled in a PhD program in law, philosophy, engineering and management coming from Universities such as Edinburgh, London School of Economics, Sorbonne, Cambridge, Vienna, Bologna, Suor Orsola, Bicocca, Milan, Hannover, Pisa, Pavia and Freiburg. Other came from prominent European robotic industries, were practitioners, entrepreneurs, policy makers from EU institutions.
At the end of the Summer School, some presented their research on a broad set of extremely interesting topics, such as driverless car liability and innovation management, machine ethics and the trolley problem, anthrobotics and decision-making in natural and artificial systems.
We had vivid in class debates. A true community was created that is still in contact today. Five of our students actively participated in the 2017 European Robotics Forum in Edinburgh andmore are working and publishing on such matters.
We can say we truly achieved our goal! However, the challenge has just begun. We want to reach out to more people and replicate this successful initiative. A second edition of the Summer School will take place again this year in Pisa at the Scuola SantAnna from July 3rd to 8th and we are accepting applications until June 7th.
I am certain we will manage again to put together an incredible group of individuals, and I cant wait to meet our new class. On our side, we are preparing a lot of interesting surprises for them, including the participation of policy makers involved in the regulation of robotics at EU level to provide a first-hand look at what is happening in the EU.
More information about the summer school can be found on our website here.
Registration to the summer school can be found here.
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Manchester police partner with FIRST Robotics competition – WMUR Manchester
Posted: at 10:40 pm
MANCHESTER, N.H.
More students than ever are taking part in the FIRST Robotics Competition in Manchester, which has become the only district in the country to get all of its schools involved.
And now, the Manchester Police Athletic League is becoming the first police department in the country to add FIRST Robotics to its list of activities for children.
"This is our robot, and this is our first year doing it, and it's a lot of fun," said Parkside Middle School student Helena Jackson, as her team's robot maneuvered through a course. "I think it's fun because we get to be together."
The students on the Parkside team said they are new to the robotics craze. They spent about two months and a lot of hard work on their robot to be a part of the first-ever MPAL robotics event Wednesday.
The event started as a challenge from New Hampshire inventor and engineer Dean Kamen to have police add the competition to their athletic leagues.
"The officers love it. The kids love it," said Kamen, who created the competition. "I think it'll help create a more unified community."
Mayor Ted Gatsas and Police Chief Nick Willard answered the challenge.
"We're honored to be part of the program, and we're really delighted that Dean Kamen chose us," Willard said.
"We were the first school district to give students credit in the FIRST work that they were doing, so it's been pretty exciting," Gatsas said.
Alongside the boxing, wrestling and cooking classes at MPAL, future inventors also have a place to interact with police. Those involved are calling it a win-win, with more exposure for the police to get to know the community and more activities for children who are interested in technology.
"If they want to go into engineering, they'll have more experience," Jackson said.
WEBVTT ICS TO THE LIST OF ACTIVITIES FOR KID. WMUR'S CHERISE LECLERC HAS THIS.>> TWO, ONE, GO.>> PUSHING BUTTONS, MANEUVERING THROUGH THE COURSE. STUDENTS IN MANCHESTER AND OTHERS ARE TRYING THEIR HAND AT A GROWING TREND, FIRST ROBOTICS.>> THIS IS A ROBOT AND IT'S A LOT OF FUN AND I THINK IT'S REALLY FUN BECAUSE WE GET TO BE TOGETHER.>> STUDENTS LIKE HELENA AND THEY'RE KNEW TO THE ROBOTICS CRAZE, SPENDING ABOUT TWO MONTHSAND A LOT OF HARD WORK ON THE ROBOT TO BE A PART OF THE FIRST EVER MANCHESTER POLICE ATHLETIC LEAGUE ROBOTIC EVENT. IT STARTED AS A CHALLENGE FROM NEW HAMPSHIRE AND ENGINEER DEAN CAYMAN TO HAVE THIS KIND OF EVENT.>> THE OFFICERS LOVE IT. THE KIDS LOVE IT. I THINK IT WILL HELP CREATE A MORE UNIFIED COMMUNITY.>> THEY ANSWERED THE CHALLENGE.>> WE'RE HONORED TO BE A PART OFTHE PROGRAM AND DELIGHTED THAT WE WERE CHOSEN.>> WE WERE THE FIRST SCHOOL DISTRICT TO GIVE STUDENTS CREDITIN THE FIRST WORK THAT THEY WEREDOING. SO, IT'S BEEN PRETTY EXCITING.>> NOW ALONGSIDE THE BOXING, WRESTLING AND COOKING CLASSES HERE, THE FUTURE INVENTORS HAVE A PLACE TO INTERACT WITH POLICE,TOO. THOSE INVOLVED ARE CALLING IT A WIN-WIN, MORE EXPOSURE FOR THE POLICE TO GET IT KNOW THE COMMUNITY AND MORE ACTIVITIES FOR KIDS WHO ARE INTERESTED IN TECH.
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Iggy Azalea slams record label in epic Snapchat rant – NEWS.com.au
Posted: at 10:39 pm
The Aussie rapper has hit out at her record company over the failure of her new music in her latest Snapchat rant. Courtesy: Iggy Azalea
Iggy Azalea's probably not very popular at her record company right now.
JUST three short years ago, Australian-born rapper Iggy Azalea was one of the hottest names in music.
She had one of the biggest hits of 2014 with the inescapable Fancy, was an in-demand guest star for the likes of Ariana Grande and Britney Spears, and had a platinum-selling debut album under her belt.
Flash forward to 2017, and Azaleas musical fortunes have waned. The three singles shes released so far this year have all failed to set the charts alight her most recent, Switch, debuting at 180 here in Australia. Her oft-delayed second album Digital Distortion was finally due for release at the end of this month, but Azalea now admits even she doesnt know when itll see the light of day.
Azalea in the video for her single Mo Bounce. It did not chart.Source:News Corp Australia
Taking to her Snapchat account, Azalea let rip with a four-minute rant directed squarely at her record company.
Just wanted to tell you a little story about my album pre-order, because I have no idea when its coming out, she told her followers, using a filter to mask her face and voice.
At first, everyone at my label was like June 2nd, June 2nd! So I told everybody that. But then theyre like, No, we changed our mind, she said.
I was like, OK, whats my album date going to be? June 30th, June 30th. So I did a bunch of interviews on TV, and it seemed like all the reporters knew the date June 30th. I was thinking, yay! They finally got their s**t together! Theyre telling everyone a real date that we can look forward to!
But then I went on Jimmy Fallon and I noticed him saying Digital Distortion, later this month. What does that mean? That cant be good. Theyve backed away from saying a real date.
I-G-G-Y. Picture: GettySource:Getty Images
Azaela says she emailed her record company asking why they were no longer providing a concrete release date for the album.
The reponse she got was, in her words, bulls**t: They said they hadnt done the paperwork so a June 30 release is not going to happen.
She sent another, more aggressive, email.
I guess everybody at that record label just decided to ignore what I had to say, so who knows when my albums coming out. It has been Memorial Day weekend, so theyll probably be partying pretty hard for middle-aged white guys...
I know you guys are sick of it; trust me, Im super sick of it. Im really over it at this point.
Azalea even threatened to provide the address of her record company to fans so they could picket the building together.
Iggy Azalea's probably not very popular at her record company right now.Source:YouTube
Ive really been trying to be sweet and super-professional the last couple of months, but ... Im at my wits end, she said.
At around the same time Azalea was uploading these videos, half-a-dozen tracks from Digital Distortion leaked online leading some fans to suggest it was Azelea herself leaking the songs.
In a new Snapchat video with her album online for all to hear, and having deleted her previous rants a giggling Azalea apologised and announced that shed been on pretty strong meds after having oral surgery.
Digital Distortion is not presently available to pre-order on Australian iTunes.
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Iggy Azalea slams record label in epic Snapchat rant - NEWS.com.au
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