/deepracing-workshop

Content from AWS summit

Primary LanguagePython

REAio_DeepRacing

Welcome to REAio DeepRacing workshop. This workshop is designed to give you hands-on experience with reinforcement learning (RL) by helping you build, train and deploy models in AWS DeepRacer so you can compete with other players.

The workshop will cover the racer's tech spec, how RL drives deepracer, and how to build, train and deploy models.

By the end of the workshop, you’ll have your own optimized RL model going into the competition.

Workshop

REAio33 workshop

Reward Function Parameters Explained

Hyperparameters Explained

lab1 - Model Training

lab2 - Advanced Model Training

Upload your model to win

Resources

DeepRacer Basic Concept

DeepRacer Reward function

AWS Training course

AWS DeepRacer Forum

AWS Developer Guide

AWS Summit Workshop