tuantran23012000/Recommendation-system

Recommendation system with actor and critic

Jupyter Notebook

Recommendation system builds by reinforcement learning algorithm

ILLUSTRATION

INSTALLATION

Run on command:
```
pip install -r requirements.txt
```

DATASETS

Downloads and unzips datasets : https://drive.google.com/drive/folders/1c08a5ZAyn77ZzSrb3ZnZY-gDC76T9ck4?usp=sharing

TRAINING

Open and run file train.ipynb

EVALUATION and TEST

Open and run file test.ipynb

REFERENCE

Reimplementation of this article: Deep Reinforcement Learning for List-wise Recommendations - https://arxiv.org/pdf/1801.00209.pdf