AWS DeepRacer League

Welcome to the world's first global autonomous racing league, driven by reinforcement learning. It’s time to race for prizes and glory, and a chance to advance to the AWS DeepRacer Championship. Developers from around the world can compete in races while improving your machine learning skills!

The AWS Summit Sydney event has concluded. AWS Summit on-demand launches in late April and will give you access to 55+ educational sessions including tracks diving deep on developer patterns and practices, architecting for resilience, and how to scale and accelerate through machine learning.

AWS DeepRacer League Presented by Intel
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Getting started with AWS DeepRacer

Build a Reinforcement Learning (RL) model

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

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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AWS Summit League

Participants in the AWS Summit League compete in time trial format, climbing the leaderboard by achieving their fastest lap possible in 3 minutes while avoiding time penalties for going off-track. Top participants will qualify for prizes and the fastest racer will win a trip to compete in the Championship Cup at AWS re:Invent 2023. Get started for free with AWS Free Tier »

Time Trial

Develop your first RL model quickly and easily in the AWS DeepRacer console using a single sensor configuration to achieve the fastest time!

Quick Guide

The quick guide to racing in AWS DeepRacer League

Step 1

Attend the DeepRacer workshop. All AWS Summit DeepRacer workshop attendees will receive a $30 AWS credit to help train your first AWS DeepRacer model.

Step 2

Train a model: Whether you're new to machine learning or want to build on existing skills, train your AWS DeepRacer model to compete in the league. Login in to the console to start training.

Step 3

Take your model to the track and compete. Enter the AWS DeepRacer League for a chance to win a trip to AWS re:Invent 2023!

How to compete

Whether you are new to machine learning or ready to build on your existing skills, we can help you get ready to race

Getting Started Resources

Whether you are new to machine learning or ready to build on your existing skills, we can help you get ready to race

AWS DeepRacer League FAQs

  • AWS DeepRacer is a 1/18th scale race car that gives you an interesting and fun way to get started with reinforcement learning (RL). With AWS DeepRacer, you now have a way to get hands-on with RL, experiment, and learn through autonomous driving. You can get started with the virtual car and tracks in the cloud-based 3D racing simulator. Read all the details about it here.

  • 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 from around the world can compete for prizes, glory, and a chance to advance to the AWS DeepRacer League Championship Cup at AWS re:Invent 2023. Submit your model.

  • Enter the AWS DeepRacer League at the Deepracer track during AWS Summit Sydney. Top racers will receive prizes and the fastest racer will win a trip to compete in the AWS DeepRacer Championship Cup at AWS re:Invent 2023. The 2023 DeepRacer League Terms and Conditions coming March 1.

Get started with Machine Learning for free

Get started with Machine Learning for free

Create your free AWS account and get started with free offers and services to build, deploy, and run machine learning applications in the cloud.