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Pipe-crawling robot will help decommission DOE nuclear facility

A pair of autonomous robots developed by Carnegie Mellon University's Robotics Institute will soon be driving through miles of pipes at the U.S. Department of Energy's former uranium enrichment plant in Piketon, Ohio, to identify uranium deposits on pipe walls.

Economist predicts job loss to machines, but sees long-term hope

Are we bumping up against the "Robocalypse," when automation sweeps industry and replaces human workers with machines? BU economist Pascual Restrepo says that interpretation is too gloomy, although his recent research, posted online by the National Bureau of Economic Research, reveals that the adoption of just one industrial robot eliminates nearly six jobs in a community.

#256: Socially Assistive Robots, with Maja Matarić



In this episode, Audrow Nash speaks with Maja Matarić, a professor at the University of Southern California and the Chief Scientific Officer of Embodied, about socially assistive robotics. Socially assistive robotics aims to endow robots with the ability to help people through individual non-contact assistance in convalescence, rehabilitation, training, and education. For example, a robot could help a child on the autism spectrum to connect to more neurotypical children and could help to motivate a stroke victim to follow their exercise routine for rehabilitation (see the videos below). In this interview, Matarić discusses the care gap in health care, how her work leverages research in psychology to make robots engaging, and opportunities in socially assistive robotics for entrepreneurship.

A short video about how personalized robots might act as a “social bridge” between a child on the autism spectrum and a more neurotypical child.

 

A short video about how a robot could assist stroke victims in their recovery.

 

Maja Matarić

Maja Matarić is professor and Chan Soon-Shiong chair in Computer Science Department, Neuroscience Program, and the Department of Pediatrics at the University of Southern California, founding director of the USC Robotics and Autonomous Systems Center (RASC), co-director of the USC Robotics Research Lab and Vice Dean for Research in the USC Viterbi School of Engineering. She received her PhD in Computer Science and Artificial Intelligence from MIT, MS in Computer Science from MIT, and BS in Computer Science from the University of Kansas. 

 

 

Links

At SXSW, the future is a place where robots make your latte and grocery shopping is like gaming

At South by Southwest, as entrepreneurs and celebrities mingle to discuss the future of tech, a lot of the hype focuses on attention-grabbing projects such as flying cars. But there also are ideas on display with a more practical bent—projects that could get into consumers' hands sooner.

Sherlock Drones—automated investigators tackle toxic crime scenes

Crimes that involve chemical, biological, radiological or nuclear (CBRN) materials pose a deadly threat not just to the target of the attack but to innocent bystanders and police investigators. Often, these crimes may involve unusual circumstances or they are terrorist-related incidents, such as an assassination attempt or the sending of poisons through the mail.

European Robotics Forum 2018: Over 900 roboticists meet in Tampere, Finland

The European Robotics Forum 2018 (ERF2018), the most influential meeting of the robotics community in Europe, takes place in Tampere on 13-15 March 2018. ERF brings together over 900 leading scientists, companies, and policymakers for the largest robotics networking event in Europe.

Under the theme “Robots and Us”, the over 50 workshops cover current societal and technical themes, including human-robot-collaboration and how robotics can improve industrial productivity and service sector operations.

During the opening the ERF2018, on 13 March, Juha Heikkilä, Head of unit, EC DG CNECT, explained that “the European Robotics Forum has been instrumental in breaking down silos and bringing together a strong, integrated robotics community in Europe. This year’s theme, “Robots and Us”, reflects the increasingly broad impact of robotics and allows discussing not just technology but also the all-important non-technological aspects of robotics.”

Bernd Liepert, President of euRobotics and Chief Innovation Officer at KUKA highlighted that ““Robots and us” implies that we need to put significant work in topics such as safe human-robot interaction on the technical side, but also raise awareness about the offerings of modern technology to the wider public.”

Anne Berner, Minister of Transport and Communications of Finland, emphasized in her keynote that “digitalization and robotics require changes in mindset from both the public and the private sector in Finland. We, as the public side, create a framework for change, but the responsibility for implementing lies with companies. Robotics and automation walk on the road paved with data. Data that is not shared is benefitting no one. Data needs to be combined with other data and then refined and enriched with knowledge to create value”.

Tomas Hedenborg, President of Orgalime and Group CEO of Fastems, added that “in the era of digitalization, automation and more specifically robotization, is in the core of the transformation. The huge innovation potential includes major societal challenges that need to be tackled in parallel.” 

The end of the Opening saw a panel discussion about “How should the society prepare for the rapid development of robotics” with the keynote speakers and representatives of the local organisers.

Photo, from left to right: Tomas Hedenborg, Orgalime/Fastems; Marketta Niemelä, VTT; Minna Lanz, Tampere University of Technology; Jyrki Kasvi, Finish MP; Bernd Liepert, euRobotics/KUKA; Thomas Pilz, Pilz; Juha Heikkilä, EC

The conference showcases the newest research in the field, and the projects funded under EU’s Horizon 2020 research programme. By bringing together over 50 sponsors and exhibitors, amongst them Fastems, KUKA and Sandvik (Platinum sponsors) and Schunk (Gold sponsor), the event offers a unique window to the European robotics, also putting the spotlight on the Nordic markets.

ERF2018 had the honour to welcome Markku Markkula, First Vice-President of the European Committee of the Regions, who visited the exhibition area and gave a speech at the reception hosted by the Tampere City Hall.


Photo from left to right: Anna-Kaisa Heinämäki, Deputy Mayor of City of Tampere; Bernd Liepert, President of euRobotics; Reinhard Lafrenz, euRobotics Secretary General; Jyrki Latokartano from The Robotics Society in Finland; Markku Markkula, First Vice-President of the European Committee of the Regions

The Awards Ceremony on 14 March will announce the winners of the Georges Giralt PhD Award 2017 and 2018, the TechTransfer Award 2018 and the European Robotics League Service and Emergency Robots Season 2017-2018.

After its start in San Sebastian in 2010, The European Robotics Forums has grown into a major annual event with hundreds of attendees every year. In 2017, the conference was held in Edinburgh.

The European Robotics Forum is organised by euRobotics under SPARC, the Public-Private partnership for Robotics in Europe.  ERF2018 is hosted by The Robotics Society in Finland in collaboration with Tampere University of Technology.

The autonomous “selfie drone”

Skydio, a San Francisco-based startup founded by three MIT alumni, is commercializing an autonomous video-capturing drone — dubbed by some as the “selfie drone” — that tracks and films a subject, while freely navigating any environment.
Courtesy of Skydio

By Rob Matheson

If you’re a rock climber, hiker, runner, dancer, or anyone who likes recording themselves while in motion, a personal drone companion can now do all the filming for you — completely autonomously.

Skydio, a San Francisco-based startup founded by three MIT alumni, is commercializing an autonomous video-capturing drone — dubbed by some as the “selfie drone” — that tracks and films a subject, while freely navigating any environment.

Called R1, the drone is equipped with 13 cameras that capture omnidirectional video. It launches and lands through an app — or by itself. On the app, the R1 can also be preset to certain filming and flying conditions or be controlled manually.

The concept for the R1 started taking shape almost a decade ago at MIT, where the co-founders — Adam Bry SM ’12, Abraham Bacharach PhD ’12, and Matt Donahoe SM ’11 — first met and worked on advanced, prize-winning autonomous drones. Skydio launched in 2014 and is releasing the R1 to consumers this week.

“Our goal with our first product is to deliver on the promise of an autonomous flying camera that understands where you are, understands the scene around it, and can move itself to capture amazing video you wouldn’t otherwise be able to get,” says Bry, co-founder and CEO of Skydio.

Deep understanding

Existing drones, Bry says, generally require a human pilot. Some offer pilot-assist features that aid the human controller. But that’s the equivalent of having a car with adaptive cruise control — which automatically adjusts vehicle speed to maintain a safe distance from the cars ahead, Bry says. Skydio, on the other hand, “is like a driverless car with level-four autonomy,” he says, referring to the second-highest level of vehicle automation.

R1’s system integrates advanced algorithm components spanning perception, planning, and control, which give it unique intelligence “that’s analogous to how a person would navigate an environment,” Bry says.

On the perception side, the system uses computer vision to determine the location of objects. Using a deep neural network, it compiles information on each object and identifies each individual by, say, clothing and size. “For each person it sees, it builds up a unique visual identification to tell people apart and stays focused on the right person,” Bry says.

That data feeds into a motion-planning system, which pinpoints a subject’s location and predicts their next move. It also recognizes maneuvering limits in one area to optimize filming. “All information is constantly traded off and balanced … to capture a smooth video,” Bry says.

Finally, the control system takes all information to execute the drone’s plan in real time. “No other system has this depth of understanding,” Bry says. Others may have one or two components, “but none has a full, end-to-end, autonomous [software] stack designed and integrated together.”

For users, the end result, Bry says, is a drone that’s as simple to use as a camera app: “If you’re comfortable taking pictures with your iPhone, you should be comfortable using R1 to capture video.”

A user places the drone on the ground or in their hand, and swipes up on the Skydio app. (A manual control option is also available.) The R1 lifts off, identifies the user, and begins recording and tracking. From there, it operates completely autonomously, staying anywhere from 10 feet to 30 feet away from a subject, autonomously, or 300 feet away, manually, depending on Wi-Fi availability.

When batteries run low, the app alerts the user. Should the user not respond, the drone will find a flat place to land itself. After the flight — which can last about 16 minutes, depending on speed and use — users can store captured video or upload it to social media.

Through the app, users can also switch between several cinematic modes. For instance, with “stadium mode,” for field sports, the drone stays above and moves around the action, following selected subjects. Users can also direct the drone where to fly (in front, to the side, or constantly orbiting). “These are areas we’re now working on to add more capabilities,” Bry says.

The lightweight drone can fit into an average backpack and runs about $2,500.

Skydio takes wing

Bry came to MIT in 2009, “when it was first possible to take a [hobby] airplane and put super powerful computers and sensors on it,” he says.

He joined the Robust Robotics Group, led by Nick Roy, an expert in drone autonomy. There, he met Bacharach, now Skydio’s chief technology officer, who that year was on a team that won the Association for Unmanned Vehicles International contest with an autonomous minihelicopter that navigated the aftermath of a mock nuclear meltdown. Donahoe was a friend and graduate student at the MIT Media Lab at the time.

In 2012, Bry and Bacharach helped develop autonomous-control algorithms that could calculate a plane’s trajectory and determine its “state” — its location, physical orientation, velocity, and acceleration. In a series of test flights, a drone running their algorithms maneuvered around pillars in the parking garage under MIT’s Stata Center and through the Johnson Athletic Center.

These experiences were the seeds of Skydio, Bry says: “The foundation of the [Skydio] technology, and how all the technology works and the recipe for how all of it comes together, all started at MIT.”

After graduation, in 2012, Bry and Bacharach took jobs in industry, landing at Google’s Project Wing delivery-drone initiative — a couple years before Roy was tapped by Google to helm the project. Seeing a need for autonomy in drones, in 2014, Bry, Bacharach, and Donahoe founded Skydio to fulfill a vision that “drones [can have] enormous potential across industries and applications,” Bry says.

For the first year, the three co-founders worked out of Bacharach’s dad’s basement, getting “free rent in exchange for helping out with yard work,” Bry says. Working with off-the-shelf hardware, the team built a “pretty ugly” prototype. “We started with a [quadcopter] frame and put a media center computer on it and a USB camera. Duct tape was holding everything together,” Bry says.

But that prototype landed the startup a seed round of $3 million in 2015. Additional funding rounds over the next few years — more than $70 million in total — helped the startup hire engineers from MIT, Google, Apple, Tesla, and other top tech firms.

Over the years, the startup refined the drone and tested it in countries around the world — experimenting with high and low altitudes, heavy snow, fast winds, and extreme high and low temperatures. “We’ve really tried to bang on the system pretty hard to validate it,” Bry says.

Athletes, artists, inspections

Early buyers of Skydio’s first product are primarily athletes and outdoor enthusiasts who record races, training, or performances. For instance, Skydio has worked with Mikel Thomas, Olympic hurdler from Trinidad and Tobago, who used the R1 to analyze his form.

Artists, however, are also interested, Bry adds: “There’s a creative element to it. We’ve had people make music videos. It was themselves in a driveway or forest. They dance and move around and the camera will respond to them and create cool content that would otherwise be impossible to get.”

In the future, Skydio hopes to find other applications, such as inspecting commercial real estate, power lines, and energy infrastructure for damage. “People have talked about using drones for these things, but they have to be manually flown and it’s not scalable or reliable,” Bry says. “We’re going in the direction of sleek, birdlike devices that are quiet, reliable, and intelligent, and that people are comfortable using on a daily basis.”

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