# Hugging Face Deep RL Certification

Student: Sami Chellia
Hugging Face username: Sami94

This folder contains the copied course notebooks and local execution artifacts for the Hugging Face Deep RL course.

Important: certification requires trained models pushed to the Hugging Face Hub with the required evaluation scores, not only uploaded notebooks.

## Local execution status

- Unit 1 LunarLander PPO: trained locally, mean reward 236.32 +/- 31.77, certification threshold reached.
- Unit 2 FrozenLake Q-Learning: trained locally, mean reward 1.00 +/- 0.00.
- Unit 2 Taxi Q-Learning: trained locally, mean reward 7.48 +/- 2.78, certification threshold reached.

## Current Hub blocker

The local Hugging Face login is `Sami94`, but the current token cannot create model repositories under `Sami94`.
Hugging Face returns `403 Forbidden: You don't have the rights to create a model under the namespace "Sami94"`.

After logging in with a token that has `write` permission, run:

```powershell
cd C:\Users\33684\Documents\HF_Deep_RL_Certification_Sami94
hf auth login
python scripts\push_prepared_artifacts.py
```