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Pit Stop

Welcome to the AWS DeepRacer Pit Stop, where developers of all skill levels can share and pick up some racing tips from the AWS DeepRacer community. Find the most up to date resources and advice from our experts on how to tune models to improve lap times, and share racing strategy with racers from around the world.


 

Connect with the Community

Ask questions, exchange tips, and share best practices with fellow racers.

Check out other AWS DeepRacer resources including the AWS DeepRacer Reddit community, Developer ForumTwitter, and Instagram.

2020 AWS DeepRacer re:Invent Sessions

Watch the 2020 re:Invent sessions on-demand to quickly learn how to make your way to the podium.

60-second tips to learn machine learning

Learn quick tips about machine learning such as the model building process and the action space.

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 Expert Bootcamps from re:Invent 2019

Deep dive with AWS DeepRacer experts on techniques to test your first model.

Official Merchandise Store
Score exclusive AWS DeepRacer apparel in the track store

AWS DeepRacer TV

AWS DeepRacer TV follows the world’s first global autonomous racing league, featuring developers of all skill levels as they progress their machine learning skills. Tune in to follow the journey as F1 professionals Daniel Ricciardo, Tatiana Calderón, and Rob Smedley as they face off against first time and expert ML developers alike all hoping to qualify for a chance to win the Championship Cup at AWS re:Invent.

Watch the series »

Things are heating up on the virtual track! Join as the AWS DeepRacer League finds the best developers in the world in a competition like no other.

 

In their first week, watch as the FORMULA 1 professionals get introduced to reinforcement learning and submit their models to the Time Trial leaderboard.

 

Week 2 kicks off with FORMULA 1 professionals advancing their machine learning knowledge to climb the Time Trial leaderboard.

 

Watch as the pro's Time Trial and Object Avoidance models get faster — preparing for their first taste of head-to-head racing.

 

In week 4, it's Daniel, Tatiana, and Rob's last chance to improve their models before the Grand Prix. Watch as they use FORMULA 1 insights like pole position and turn strategy to trim precious seconds.

 

Week 5: 12 racers. 10 laps. One winner. It's the AWS Virtual Grand Prix—watch as Daniel, Tatiana, and Rob put all of their learning to the test against the best in the DeepRacer League, competing for a special prize.

 

Can’t get enough F1? Rejoin our AWS DeepRacer experts, Brian Townsend and Eddie Calleja, along with F1’s Rob Smedley as we dive deeper into the machine learning strategies employed by the pros during Grand Prix.

 

See the drama unfold in episode 6 as 64 of the world's best AWS DeepRacer developers face off in the re:Invent Championship Cup knockout rounds.
Season one ends with a bang as the field of 64 finalists is winnowed down to crown the 2019 champion.
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AWS DeepRacer League Rules

Information on AWS DeepRacer League rules and eligibility requirements.

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