Transformer + RL based Recommender System : See paper Robust Reinforcement Learning Objectives for Sequential Recommender Systems
Use the install.sh script, give it executable permissions with chmod +x install.sh, and run it
with ./install.sh. This uses conda.
Tested with the following lib versions:
python 3.8.8
torch 1.8.1+cu111
torch-geometric 2.2.0
torch-sparse 0.6.16
torchmetrics 0.3.2
torchvision 0.9.1+cu111
pandas 1.5.2
numpy 1.22.3
CUDA Version: 11.4
python SASRec_ccql.py --dataset=RC15
python SASRec_ccql.py --dataset=Retailrocket
@misc{mozifian2023robust,
title={Robust Reinforcement Learning Objectives for Sequential Recommender Systems},
author={Melissa Mozifian and Tristan Sylvain and Dave Evans and Lili Meng},
year={2023},
eprint={2305.18820},
archivePrefix={arXiv},
primaryClass={cs.LG}
}