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Reinforcement Learning for Fun

How to apply reinforcement learning to play games and have fun.

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Tag: Artificial Intelligence

How to create FrozenLake random maps

Learn how to create random maps for the FrozenLake environment.

Rodolfo Mendes Tutorials 2 Comments 2019-06-242019-06-25 1 Minute

Gym Tutorial: The Frozen Lake

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.

Rodolfo Mendes Article 5 Comments 2019-06-162021-07-03 5 Minutes

Introduction to Reinforcement Learning: the Frozen Lake Example

In this post, we introduce Reinforcement Learning basic concepts using the Frozen Lake game example.

Rodolfo Mendes Article 4 Comments 2019-06-092019-06-25 3 Minutes

How AI Learns to Play Games

A brief introduction to reinforcement learning paradigm, from the perspective of game agents.

Rodolfo Mendes Article Leave a comment 2019-06-032020-11-08 3 Minutes

Top 5 Free Courses in Reinforcement Learning

In this post, we bring 5 courses developed by top of mind universities and companies, and you can watch them online for free.

Rodolfo Mendes Article 3 Comments 2019-05-272019-06-25 2 Minutes

How to install OpenAI Gym

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 →

Rodolfo Mendes Tutorials 3 Comments 2019-05-242019-06-25 2 Minutes
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