OpenAI Gym

OpenAI Gym is a toolkit for developing and comparing reinforcement learning algorithms. It provides a collection of test environments, from simple control tasks to complex simulations, that let you train and evaluate AI models in a standardised way. The tool is designed for researchers, machine learning engineers, and developers who need to build and benchmark learning agents. Gym handles the interaction between your algorithm and the environment, so you can focus on implementing your model rather than building simulation infrastructure. It supports both custom environments you create yourself and pre-built ones covering classic control problems, Atari games, and robotics tasks.