Taipei Cloud Summit AWS DeepRacer gives everyone a chance to realize the dream of autonomous driving [Sign up for a demonstration course now] AWS Machine Learning Online Introductory Demonstration Essence Course As one of the key events in the summit, the interesting AWS DeepRacer self-driving competition is worth talking about. First understand, what is DeepRacer: AWS's DeepRacer is a 1/18 scale model racing car with its own Intel Atom CPU, a set of deep learning 4 megapixel lenses and USB, USB-C, Micro-USB and HDMI interfaces, including Ubuntu OS 16.04. 3 LTS is a machine designed by AWS for "reinforcement learning" beginners. Simply put, DeepRacer is like a remote control car that can be trained, and the training method is through "reinforcement learning".
Reinforcement learning is actually a type of machine learning, which mainly emphasizes how to act based on the environment and obtain the maximum expected benefits. Therefore, the fun and learning focus of DeepRacer is how to optimize the program, give this self-driving car an appropriate reward mechanism, and stimulate it to generate inertial behaviors that whatsapp list achieve the best interests. AWS DeepRacer not only provides a fun way to start reinforcement learning, but also provides a very complete environment, such as engineering players can build models in Amazon SageMaker, and then easily train, test and repeat on the AWS DeepRacer 3D racing simulator track .
After the model training is complete, the reinforcement learning model can be deployed to AWS DeepRacer to experience the exciting and exciting feeling of a real racing car. image1 Photo Credit: AWS 2019 AWS DeepRacer World Championship At last year's Las Vegas race, the physical competition was to download a model to a USB and use a tablet device to connect to the car's dashboard to control the self-driving car.