Build and Train Reinforcement Models with Amazon SageMaker RL

Level: 300

Amazon SageMaker is an end-to-end platform to build, train, and deploy machine learning models (ML) at scale. In this tech talk, you'll learn how you can build and train Reinforcement Learning (RL) models with Amazon SageMaker RL. The applications with RL can span across many areas including robotics, autonomous vehicles, energy management, financial portfolio management, operations research, natural language processing, and many more. We will dive deep into reinforcement learning and how it is integrated with Amazon SageMaker. We will model a simulation environment to represent real-world problems. Further, we will train RL models in this environment and tune them to obtain the required results. By the end, you will be able to use SageMaker RL for your own business problems to build intelligent applications.