~ PoC AI Pool 2025 ~

• Day 5: Reinforcement Learning

  • Module 1: Q Learning

    • Notebook: Q_Learning.ipynb

  • Module 2: REINFORCE

    • Notebook: REINFORCE.ipynb

  • Module 3: Deep Q Network

    • Module: 2.GoingDeeper

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Today, the focus is Reinforcement Learning : where machines can learn to adapt to environments and take actions based on their observations !

Here's a list of resources that we believe can be useful to follow along (and that we've ourselves used to learn these topics before being able to write the subjects):

• Reinforcement Learning: An Introduction
• Huggingface Deep RL Course
• Gymnasium