AWS · AI/ML

AWS DeepRacer

AWS DeepRacer is a physical 1/18th scale race car that you train to drive autonomously using reinforcement learning. It’s a hands-on way to experiment with machine learning models, where you write policies to control the vehicle’s speed and steering, then test them in simulated or real-world environments. The focus is entirely on the practical application of ML algorithms to solve a complex control problem.

This fits learners who want tangible feedback from their code rather than just abstract metrics. The main trade-off is the hardware requirement; while the software and training environments are free via the trial, you need to purchase the physical car to race it in the real world. It’s great for education but less suited for those who only want digital simulations without the extra cost of the kit.

• Free tier Yes
• Pricing Free tier
• Regions 15 · 6 continents
• SLA uptime 99.99%
• Compliance 13 certifications
• Provider health A