Combinatorial Q-Learning for Dou Di Zhu (AIIDE 2020) — Pretrained Models

Pretrained TensorFlow 1.x checkpoints for the Combinatorial Q-Learning (CQL) Dou Di Zhu agents from:

Combinatorial Q-Learning for Dou Di Zhu (AIIDE 2020)

Paper: arXiv:1901.08925 · Hugging Face paper page

Code and usage instructions: https://github.com/qq456cvb/doudizhu-C

Author homepage: https://qq456cvb.github.io/

model-302500.* — checkpoint at 302,500 training steps.
model-500000.* — checkpoint at 500,000 training steps.

Usage

Download into the pretrained_model folder of the doudizhu-C repo:

hf download qq456cvb/doudizhu-C --local-dir pretrained_model

Then follow the evaluation instructions in the repo README.

Citation

@inproceedings{you2020combinatorial,
  title={Combinatorial Q-Learning for Dou Di Zhu},
  author={You, Yang and Li, Liangwei and Guo, Baisong and Wang, Weiming and Lu, Cewu},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment},
  volume={16},
  number={1},
  pages={301--307},
  year={2020}
}