Counterfactual state explanations for reinforcement learning agents via generative deep learning

Matthew L. Olson, Roli Khanna, Lawrence Neal, Fuxin Li, Weng-Keen Wong. Counterfactual state explanations for reinforcement learning agents via generative deep learning. Artificial Intelligence, 295:103455, 2021. [doi]

@article{OlsonKNLW21,
  title = {Counterfactual state explanations for reinforcement learning agents via generative deep learning},
  author = {Matthew L. Olson and Roli Khanna and Lawrence Neal and Fuxin Li and Weng-Keen Wong},
  year = {2021},
  doi = {10.1016/j.artint.2021.103455},
  url = {https://doi.org/10.1016/j.artint.2021.103455},
  researchr = {https://researchr.org/publication/OlsonKNLW21},
  cites = {0},
  citedby = {0},
  journal = {Artificial Intelligence},
  volume = {295},
  pages = {103455},
}