Skip to main content
https://www.highperformancecpmgate.com/rgeesizw1?key=a9d7b2ab045c91688419e8e18a006621

Amazon debuts a scale model autonomous car to teach developers machine learning

Amazon today announced AWS DeepRacer, a fully autonomous 1/18th scale race car that aims to help developers learn machine learning. Priced at $399 but currently offered for $249, the race car lets developers to get hands-on – literally – with a machine learning technique called reinforcement learning (RL).

RL takes a different approach to training models than other machine learning techniques, Amazon explained.

It’s a type of machine learning that works when an “agent” is allowed to act on a trial-and-error basis within an interactive environment. It does so using feedback from those actions to learn over time in order to reach a predetermined goal or to maximize some type of score or reward.

This makes it different from other machine learning techniques – like Supervised Learning, for example – as it doesn’t require any labeled training data to get started, and it can make short-term decisions while optimizing for a long-term goal.

The new race car lets developers experiment with RL by learning through autonomous driving.

Developers first get started using a virtual car and tracks in a cloud-based 3D racing simulator, powered by AWS RoboMaker. Here, they can train an autonomous driving model against a collection of predefined race tracks included with the simulator, then evaluate them virtually or choose to download them to the real-world AWS DeepRacer car.

They can also opt to participate in the first AWS DeepRacer League at the re:Invent conference, where the car was announced. This event will take place over the next 24 hours in the AWS DeepRacer workshops and at the MGM Speedway and will involve using Amazon SageMaker, AWS RoboMaker, and other AWS services.

There are 6 main tracks each with a pit area, a hacker garage, and two extra tracks developers can use for training and experimentation. There will also be a DJ.

The League will continue after the event as well, with a series of live racing events starting in 2019 at AWS Global Summits worldwide. Virtual tournaments will also be hosted throughout the year, Amazon said, with the goal of winning the AWS DeepRacer 2019 Championship Cup at re:invent 2019.

As for the car’s hardware itself, it’s a 1/18th scale, radio-controlled, four-wheel drive vehicle powered by an Intel Atom processor. The processor runs Ubuntu 16.04 LTS, ROS (Robot Operating System), and the Intel OpenVino computer vision toolkit.

The car also includes a 4 megapixel camera with 1080p resolution, 802.11ac WiFi, multiple USB ports, and battery power that will last for about 2 hours.

It’s available for sale on Amazon here.

more AWS re:Invent 2018 coverage

Comments

Post a Comment

Popular posts from this blog

Uber co-founder Garrett Camp steps back from board director role

Uber co-founder Garrett Camp is relinquishing his role as a board director and switching to board observer — where he says he’ll focus on product strategy for the ride hailing giant. Camp made the announcement in a short Medium post in which he writes of his decade at Uber: “I’ve learned a lot, and realized that I’m most helpful when focused on product strategy & design, and this is where I’d like to focus going forward.” “I will continue to work with Dara [Khosrowshahi, Uber CEO] and the product and technology leadership teams to brainstorm new ideas, iterate on plans and designs, and continue to innovate at scale,” he adds. “We have a strong and diverse team in place, and I’m confident everyone will navigate well during these turbulent times.” The Canadian billionaire entrepreneur signs off by saying he’s looking forward to helping Uber “brainstorm the next big idea”. Camp hasn’t been short of ideas over his career in tech. He’s the co-founder of the web 2.0 recommendatio...
Post a Comment
Read more

Leading VCs discuss how COVID-19 has impacted the world of digital health

In December 2019, Extra Crunch spoke to a group of investors leading the charge in health tech to discuss where they saw the most opportunity in the space leading into 2020 . At the time, respondents highlighted startups in digital therapeutics, telehealth and mental health that were improving medical practitioner efficiency or streamlining the distribution of care, amongst a variety of other digital health markets that were garnering the most attention. Where top VCs are investing in digital health In the months since, the COVID-19 crisis has debilitated national healthcare systems and the global economy. Weaknesses in healthcare systems have become clearer than ever, while startups and capital providers have struggled to operate while wide swaths of the market effectively shut down. Given significant volatility and the rapid changes seen in the worlds of healthcare, venture and startups broadly, we wanted to understand which inefficiencies might have been brought to light, w...
Post a Comment
Read more

News-reading app Flipboard expands local coverage, including coronavirus updates, to 12 more U.S. metros

Earlier this year, personalized news aggregation app Flipboard expanded into local news . The feature brought local news, sports, real estate, weather, transportation news and more to 23 cities across the U.S. Today, Flipboard is bringing local news to 12 more U.S. metros and is adding critical coronavirus local coverage to all of the 35 supported locales. The 12 new metros include the following:  Baltimore, Charlotte, Cleveland, Detroit, Indianapolis, Nashville, Pittsburgh, Orlando, Raleigh, Salt Lake City, St. Louis, and Tampa Bay. They join the 23 cities that were already supported:  Atlanta, Austin, Boston, Chicago, Dallas, Denver, Houston, Las Vegas, Los Angeles, Miami, Minneapolis-St. Paul, New Orleans, New York City, Philadelphia, Phoenix, Portland, Sacramento, San Diego, San Francisco Bay Area, Seattle, Toronto, Vancouver and Washington, D.C. To offer local news in its app, Flipboard works with area partners, big and small, like The Plain Dealer’s Cleveland.com , ...
Post a Comment
Read more