Here is a quick and easy to read article about DeepRacer from Amazon WebServices, a car learning to race with Reinforcement Learning. This article will be followed by one article diving deeper into Reinforcement Learning, and a second concluding on the training our DeepRacer did and the results to the AWS DeepRacer real-life track.
AWS DeepRacer is a 1/18th scale autonomous racing car. Launched at AWS re:Invent 2018, it is a new opening toward Machine Learning and especially Reinforcement Learning. It is driven by multiple AWS software such as Amazon SageMaker, Amazon RoboMaker for the main section.
The car is composed of two main parts: the chassis/servos and the computer. Here we are going to center our attention to creating our first model.
Let’s start !