/Reinforcement-Learning-Research

Implementation of our paper "Towards Symbolic Reinforcement Learning with Common Sense"

Primary LanguagePythonGNU General Public License v2.0GPL-2.0

Reinforcement Learning Research Game

Link to the Paper

If you find this code useful in your research, please consider citing our paper "Towards Symbolic Reinforcement Learning with Common Sense":

@article{garcez2018towards,
  title={Towards symbolic reinforcement learning with common sense},
  author={Garcez, Artur d'Avila and Dutra, Aimore Resende Riquetti and Alonso, Eduardo},
  journal={arXiv preprint arXiv:1804.08597},
  year={2018}
}

Installation

  • pip install requirements.txt

Run

  • run

Environments

Env 1 Env 2 Env 3 Env 4 Env 5 Env 6 Env 7 Env 8 Env 9 Env 10 Env 11 Env 12 Env 13 Env 14 Env 15 Env 16 Env 17 Env 18 Env 19