Why DeepRacer?
AWS DeepRacer gives you an interesting and fun way to get started with reinforcement learning (RL). RL is an advanced machine learning (ML) technique that takes a very different approach to training models over other machine learning methods. Its super power is that it learns very complex behaviours without requiring any labeled training data, and can make short term decisions while optimising for a longer term goal.
Use cases for RL include recommendation engines, financial trading engines, process optimization, web systems configuration, resource management and autonomous actions.