AWS Summit Chicago

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!

AWS DeepRacer League

Getting started with AWS DeepRacer

Build an 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!

Summit League

Participants in the Summit League 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. Top participants will qualify for the regional championships in the fall where racers will compete to qualify for the Championship Cup. 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

All Summit AWS 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: Come to the AWS DeepRacer League track in the Expo hall of the Summit to submit your model and compete for a chance to qualify for the regional championships.

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

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