Gymnasium

Gymnasium provides an open-source framework with a standardized API for developing and comparing reinforcement learning algorithms. It offers a collection of environments for AI agents to learn within, supporting research and development in reinforcement learning. The platform focuses on foundational tools for building simulations, allowing users to construct specific environments for their AI models. It requires users to set up and manage their own infrastructure and data pipelines for their reinforcement learning projects.