AWS DeepRacer League
Welcome to the world's first global autonomous racing league, driven by reinforcement learning. It's time to race for prizes, glory, and a chance to advance to compete for the AWS DeepRacer League Championship Cup.
Submit your models and compete from anywhere in the world!
Race opens: May 1, 2021 to Oct 31, 2021
Getting started with AWS DeepRacer
Create, train and tune your reinforcement learning model in the AWS DeepRacer 3D racing simulator. Start your journey for free »
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!
Starting 1 May, enter the AWS DeepRacer League via the AWS DeepRacer console. The top 10% will advance on to the Pro division where you can compete for a chance to enter the AWS DeepRacer Championship Cup.
Participants in the Open Division compete in time trial format, climbing the leaderboard by completing 3 laps around the track the fastest while avoiding time penalties for going off-track. Participants in the top 10 percent at the end of the race will advance to the Pro Division and receive a pro welcome kit complete with exclusive AWS DeepRacer gear! Get started for free with AWS Free Tier »
Develop your first RL model quickly and easily in the AWS DeepRacer console using a single sensor configuration to achieve the fastest time!
The quick guide to racing in AWS DeepRacer League
Register your interest for AWS DeepRacer League.
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. Log in to the console to start training.
Take your model to the track and compete: Starting 1 May, enter the AWS DeepRacer League for a chance to compete in the AWS DeepRacer League championships.
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
Frequently Asked Questions
AWS DeepRacer League FAQs
Overview and registration process
What is AWS DeepRacer?
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.
What is the AWS DeepRacer League Open Division?
Attendees of AWS Summit Online events may participate in the AWS DeepRacer League Open Division, subject to certain terms and conditions. Participants in the Open Division compete in time trial format, climbing the leaderboard by completing 3 laps around the track the fastest while avoiding time penalties for going off track. Participants in the top 10 percent will advance to the Pro Division and receive a pro welcome kit complete with exclusive AWS DeepRacer gear!
Open Division races will be conducted in the AWS DeepRacer console. Participants in the Open Division have through the end of the month to race by submitting a model here.
What kind of race format is the Open Division race?
Participants of the AWS DeepRacer League Open Division will participate in a Time Trial format. There is no limit to how many times a participant may enter throughout the month-long racing period.
There are no Object Avoidance or Head to Head racing formats in the Open Division.