Developers, start your engines

Developers of all skill levels can get hands on with machine learning through a cloud based 3D racing simulator, fully autonomous 1/18th scale race car driven by reinforcement learning, and global racing league.

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In pole position to learn reinforcement learning

AWS DeepRacer gives you an interesting and fun way to get started with reinforcement learning (RL). RL is an advanced machine learning (ML) technique that takes a very different approach to training models than other machine learning methods. Its super power is that it learns very complex behaviors without requiring any labeled training data, and can make short term decisions while optimizing for a longer term goal.

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Simulator

Build models in Amazon SageMaker and train, test, and iterate quickly and easily on the track in the AWS DeepRacer 3D racing simulator.
Learn more »

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Car

Experience the thrill of the race in the real-world when you deploy your reinforcement learning model onto AWS DeepRacer.
Learn more »

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League

Compete in the world’s first global, autonomous racing league, to race for prizes and glory and a chance to advance to the Championship Cup.
Learn more »

Get rolling with machine learning

A fun way to learn machine learning

Get started with machine learning quickly with hands-on tutorials that help you learn the basics of machine learning, start training reinforcement learning models and test them in an exciting, autonomous car racing experience.

Experiment and grow

Test these new found skills in either a single-car time-trial format or dual-car head-to-head racing in the AWS DeepRacer 3D racing simulator.  Experiment with multiple sensor inputs, the latest reinforcement learning algorithms, neural network configurations and simulation to-real domain transfer methods.

Community and competition

The AWS DeepRacer League provides an opportunity for you to compete for prizes and meet fellow machine learning enthusiasts, online and inperson. Share ideas and insights on how to succeed and create your own private virtual race.

The rubber meets the road

AWS DeepRacer is an autonomous 1/18th scale race car designed to test RL models by racing on a physical track. Using cameras to view the track and a reinforcement model to control throttle and steering, the car shows how a model trained in a simulated environment can be transferred to the real-world.
Look under the hood of AWS DeepRacer »

Introducing AWS DeepRacer Evo

AWS DeepRacer Evo is the next generation in autonomous racing. Take your car to the tracks and master brand new AWS DeepRacer challenges including racing head to head against other cars in the 2020 season of the AWS DeepRacer League. AWS DeepRacer Evo comes with dual stereo cameras, allowing the car to detect objects on the track, and LIDAR (light detection and ranging) helping to determine when to overtake another car and beat it to the finish line.

AWS DeepRacer Evo will be available for purchase on amazon.com in 2020.

Already own a DeepRacer?
The AWS DeepRacer Sensor Kit (which includes stereo camera and LIDAR) will also be available to upgrade your existing hardware.

Notify me when AWS DeepRacer Sensor Kit is available »

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Getting started with AWS DeepRacer

Build an RL model

Create, train and tune your reinforcement learning model in the AWS DeepRacer 3D racing simulator. Start your journey for free »

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Master the basics with time-trial racing

Develop your first RL model quickly and easily in the AWS DeepRacer console, using getting started tutorials. Experiment and grow your skills by tuning and retraining your model, to successfully navigate around the track and achieve the fastest lap time!

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Expand your skills with head-to-head racing

Experiment with additional sensors and new training algorithms, to create an RL model capable of skillfully avoiding obstacles on the road, or detecting and predicting driving behavior of other cars in dual-car head-to-head races.

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Compete in the AWS DeepRacer League

Once you have built your model, it’s time to race! The AWS DeepRacer League is the world’s first global autonomous racing league, open to anyone. Developers can compete from anywhere in the world for prizes, glory, and a chance to advance to the AWS DeepRacer Championship Cup Finals at re:Invent 2020!

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AWS Summit Circuit
Race in person

Rolling in to 30 AWS Summits in 2020, the AWS DeepRacer League Summit Circuit, compete in a time-trial or head-to-head racing.
Find a Race »

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AWS Virtual Circuit
Race online

Join the AWS DeepRacer League, from anywhere in the world. Compete in time trial races and take on new challenges such as head-to-head racing from comfort of the console.
Start Racing for Free »

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Virtual Community Races
Race in a league of your own
With virtual community races you can now compete with other ML enthusiasts around the globe by creating your own race online in the AWS DeepRacer console.

Under the hood

CAR 18th scale 4WD with monster truck chassis
CPU Intel Atom™ Processor
MEMORY 4GB RAM
STORAGE
32GB (expandable)
WI-FI 802.11ac
CAMERA 4 MP camera with MJPEG
SOFTWARE Ubuntu OS 16.04.3 LTS, Intel® OpenVINO™ toolkit, ROS Kinetic
DRIVE BATTERY 7.4V/1100mAh lithium polymer
COMPUTE BATTERY 13600mAh USB-C PD
PORTS 4x USB-A, 1x USB-C, 1x Micro-USB, 1x HDMI
SENSORS Integrated accelerometer and gyroscope

Order your AWS DeepRacer today.

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