---
license: apache-2.0
---

See http://github.com/sotetsuk/pgx

* `dds_results_2.5M.npy` : for training
* `dds_results_10M.npy` : for larger training
* `dds_results_100M.npy` : for larger training
* `dds_results_500K.npy` : for test


If you use this dataset in your research, please cite [our paper](https://papers.nips.cc/paper_files/paper/2023/hash/8f153093758af93861a74a1305dfdc18-Abstract-Datasets_and_Benchmarks.html).
To make your own dataset, use [sotetsuk/make-dds-dataset](https://github.com/sotetsuk/make-dds-dataset).

```
@inproceedings{koyamada2023pgx,
  title={Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning},
  author={Koyamada, Sotetsu and Okano, Shinri and Nishimori, Soichiro and Murata, Yu and Habara, Keigo and Kita, Haruka and Ishii, Shin},
  booktitle={Advances in Neural Information Processing Systems},
  pages={45716--45743},
  volume={36},
  year={2023}
}
```