Racing Simulator Software - DeepRacer

Get rolling with machine learning

With DeepRacer you'll learn fundamental concepts, skills, and machine learning (ML) training techniques that power foundation models in some of the most advanced generative AI applications today through the fun of racing autonomous cars. DeepRacer gives you a fun and hands-on way to learn to train ML models, where you can see your training come to life by deploying your model onto an autonomous RC car and miniature race track.

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Experiment and grow

Test model training fundamentals using the DeepRacer 3D racing simulator.  Experiment with multiple sensor inputs, the latest reinforcement learning algorithms, neural network configurations and simulation to-real domain transfer methods.

Illustration featuring the AWS DeepRacer logo on a trophy, with racing flags, stopwatches, and a car icon on a box, representing the AWS DeepRacer machine learning racing competition.

Community and competition

Meet and compete with fellow ML enthusiasts in the global community to share ideas and insights and even host your own virtual races with racer organizer tools.