Introduction to OpenAI Gym and Frozen Lake Environment in Python- Reinforcement Learning Tutorial
#machinelearning #machinelearningtutorial #machinelearningengineer #reinforcement #reinforcementlearning #controlengineering #controlsystems #controltheory #datascience #datasciencetutorial #datasciencecareer #datascienceworkshop #dynamicalsystems #dynamicprogramming #dynamicalsystems #dynamics
It takes a significant amount of time and energy to create these free video tutorials. You can support my efforts by making a PayPal donation or by becoming a Patreon:
PayPal: https://www.paypal.me/AleksandarHaber
Patreon: https://www.patreon.com/user?u=32080176&fan_landing=true
The webpage accompanying this tutorial with all the codes is given here:
https://aleksandarhaber.com/installation-and-getting-started-with-openai-gym-and-frozen-lake-environment-reinforcement-learning-tutorial/
The GitHub page with all the codes is given here:
https://github.com/AleksandarHaber/Introduction-to-OpenAI-Gym-Python-Library-and-Frozen-Lake-Reinforcement-Learning-Environment
In this video, we provide a brief introduction and tutorial on the OpenAI Gym Python library. This video is a part of reinforcement learning tutorials that I am currently creating. We first explain how to install OpenAI Gym by using Anaconda Python environment. Then, we introduce the Frozen Lake OpenAI Gym environment. Then, we explain how to generate random actions and how to render them. We explain how to obtain information about transition probabilities. Finally, we explain how to simulate random episodes in OpenAI Gym.
#machinelearning #machinelearningtutorial #machinelearningengineer #reinforcement #reinforcementlearning #controlengineering #controlsystems #controltheory #datascience #datasciencetutorial #datasciencecareer #datascienceworkshop #dynamicalsystems #dynamicprogramming #dynamicalsystems #dynamics
It takes a significant amount of time and energy to create these free video tutorials. You can support my efforts by making a PayPal donation or by becoming a Patreon:
PayPal: https://www.paypal.me/AleksandarHaber
Patreon: https://www.patreon.com/user?u=32080176&fan_landing=true
The webpage accompanying this tutorial with all the codes is given here:
Installation and Getting Started with OpenAI Gym and Frozen Lake Environment – Reinforcement Learning Tutorial
The GitHub page with all the codes is given here:
https://github.com/AleksandarHaber/Introduction-to-OpenAI-Gym-Python-Library-and-Frozen-Lake-Reinforcement-Learning-Environment
In this video, we provide a brief introduction and tutorial on the OpenAI Gym Python library. This video is a part of reinforcement learning tutorials that I am currently creating. We first explain how to install OpenAI Gym by using Anaconda Python environment. Then, we introduce the Frozen Lake OpenAI Gym environment. Then, we explain how to generate random actions and how to render them. We explain how to obtain information about transition probabilities. Finally, we explain how to simulate random episodes in OpenAI Gym.
