Markov Decision Process is a fundamental concept in the Reinforcement Learning. In this post we selected more than 40 resources about Markov Decision Process, including blog posts, books, and videos.
Learn how to create random maps for the FrozenLake environment.
In this article, we are going to learn how to create and explore the Frozen Lake environment using the Gym library, an open source project created by OpenAI used for reinforcement learning experiments. The Gym library defines a uniform interface for environments what makes the integration between algorithms and environment easier for developers. Among many … Continue reading Gym Tutorial: The Frozen Lake
In this post, we introduce Reinforcement Learning basic concepts using the Frozen Lake game example.
A brief introduction to reinforcement learning paradigm, from the perspective of game agents.
In this post, we bring 5 courses developed by top of mind universities and companies, and you can watch them online for free.
The OpenAI/Gym project offers a common interface for different kind of environments so we can focus on creating and testing our reinforcement learning models. In this tutorial I show how to install Gym using the most common package managers for Python. Prerequisites The only prerequisite for basic installation of Gym is the Python 3.5+ interpreter … Continue reading How to install OpenAI Gym