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This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

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# Describe the bug I knew that this error would definitely happen when I run the code. However I didn't know where to create the file 'dqn.yml' and also the...

Hi, I've a blog titled [High Variance in Policy gradients](https://balajiai.github.io/high_variance_in_policy_gradients) which also explains about the variance problem in policy gradient and techniques for variance reduction such as baseline and actor-critics...

1. Solving underscore escaping issue 2. List formatting

- Avoid writing a false equality - Bring one precision in pg-theorem: why grad (p R) is grad p * R - `at`, `st` formatting

# Describe the bug Seems there is an issue with the code cell that is used to download the Huggy.zip environment executable file. When I run it, only the first...

Bonus unit 1 notebook is duplicated. The link to bonus unit 1 is pointing to the old version, without the updated download link for Huggy.zip. This PR updates the link...

# Describe the bug In unit 2 in the section "Monte Carlo vs Temporal Difference Learning" the learning rate is discussed. It's denoted lr (in the text) as well as...

# Describe the bug I have a bug in Unit5 hands on part 2 - Pyramids. Unzip do not work - Did you use Google Colab? Yes