The Robotics Hub, in collaboration with Silicon Valley Robotics, is currently investing in robotics, AI and sensor startups, with checks between $250,000 and $500,000. Current portfolio companies include Agility Robotics, RoBotany, Travelwits and Ariel Precision Technologies.
In Imitation Learning (IL), also known as Learning from Demonstration (LfD), a robot learns a control policy from analyzing demonstrations of the policy performed by an algorithmic or human supervisor. For example, to teach a robot make a bed, a human would tele-operate a robot to perform the task to provide examples. The robot then learns a control policy, mapping from images/states to actions which we hope will generalize to states that were not encountered during training.
Wanda Tuerlinckx and Erwin R. Boer have fused their scientific and photographic interests in robots and traveled the world since 2016 to visit roboticists to discuss and photograph their creations. The resulting set of photographs documents the technical robot revolution that is unfolding before us. The portfolio of photographs below presents the androids from Wanda’s collection of robot photographs.
The acquisition and processing of a video stream can be very computationally expensive. Typical image processing applications split the work across multiple threads, one acquiring the images, and another one running the actual algorithms. In MATLAB we can get multi-threading by interfacing with other languages, but there is a significant cost associated with exchanging data across the resulting language barrier. In this blog post, we compare different approaches for getting data through MATLAB’s Java interface, and we show how to acquire high-resolution video streams in real-time and with low overhead.
Governor Andrew Cuomo of the State of New York declared last month that New York City will join 13 other states in testing self-driving cars: “Autonomous vehicles have the potential to save time and save lives, and we are proud to be working with GM and Cruise on the future of this exciting new technology.” For General Motors, this represents a major milestone in the development of its Cruise software, since the the knowledge gained on Manhattan’s busy streets will be invaluable in accelerating its deep learning technology. In the spirit of one-upmanship, Waymo went one step further by declaring this week that it will be the first car company in the world to ferry passengers completely autonomously (without human engineers safeguarding the wheel).
The culmination of work by Alistair C. McConnell (lead-researcher) through his PhD and the SOPHIA team, the Soft Orthotic Physiotherapy Hand Interactive Aid (SOPHIA) forms the foundation for our future research into Soft Robotic rehabilitation systems.
At #WebSummit 2017, I was part of a panel on what the future will bring in 2030 with John Vickers from Blue Abyss, Jacques Van den Broek from Randstad and Stewart Rogers from Venture Beat. John talked about how technology will allow humans to explore amazing new places. Jacques demonstrated how humans were more complex than our most sophisticated AI and thus would be an integral part of any advances. And I focused on how the current technological changes would look amplified over a 10–12 year period.
The importance of robotics for Europe’s regions will be the focus of a week-long celebration of robotics taking place around Europe on 17–27 November 2017. The European Robotics Week 2017 (ERW2017) is expected to include more than 1000 local events for the public — open days by factories and research laboratories, school visits by robots, talks by experts and robot competitions are just some of the events.
Bills being considered by Congress deserve our attention—but not our full attention. To wit: When it comes to safety-related regulation of automated driving, existing law is at least as important as the bills currently in Congress (HB 3388 and SB 1885). Understanding why involves examining all the ways that the developer of an automated driving system might deploy its system in accordance with federal law as well as all the ways that governments might regulate that system. And this examination reveals some critical surprises.
The International Conference on Robot Ethics and Safety Standards (ICRESS-2017) took place in Lisbon, Portugal, from 20th to 21st October 2017. Maria Isabel Aldinhas Ferreira and João Silva Sequeira coordinated the conference with the aim to create a vibrant multidisciplinary discussion around pressing safety, ethical, legal and societal issues of the rapid introduction of robotic technology in many environments.