Hands-On Intelligent Agents with OpenAI Gym

What is OpenAI Gym?

OpenAI Gym is an open source toolkit that provides a diverse collection of tasks, called environments, with a common interface for developing and testing your intelligent agent algorithms. The toolkit introduces a standard Application Programming Interface (API) for interfacing with environments designed for reinforcement learning. Each environment has a version attached to it, which ensures meaningful comparisons and reproducible results with the evolving algorithms and the environments themselves.

The Gym toolkit, through its various environments, provides an episodic setting for reinforcement learning, where an agent's experience is broken down into a series of episodes. In each episode, the initial state of the agent ...