| # 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 | |
| ``` | |