An Introduction to Reinforcement Learning with OpenAI Gym, RLlib, and Google Colab

Get an Introduction to Reinforcement Learning by attempting to balance a virtual CartPole with OpenAI Gym, RLlib, and Google Colab.

In particular, this tutorial explores:

  • What is Reinforcement Learning
  • The OpenAI Gym CartPole Environment
  • The Role of Agents in Reinforcement Learning
  • How to Train an Agent by using the Python Library RLlib
  • How to use a GPU to Speed Up Training
  • Hyperparameter Tuning with Ray Tune

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