GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations

Tobias Huber, Maximilian Demmler, Silvan Mertes, Matthew L. Olson, Elisabeth André. GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations. In Noa Agmon, Bo An 0001, Alessandro Ricci, William Yeoh 0001, editors, Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023. pages 1097-1106, ACM, 2023. [doi]

@inproceedings{HuberDMOA23,
  title = {GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations},
  author = {Tobias Huber and Maximilian Demmler and Silvan Mertes and Matthew L. Olson and Elisabeth André},
  year = {2023},
  url = {https://dl.acm.org/doi/10.5555/3545946.3598751},
  researchr = {https://researchr.org/publication/HuberDMOA23},
  cites = {0},
  citedby = {0},
  pages = {1097-1106},
  booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023},
  editor = {Noa Agmon and Bo An 0001 and Alessandro Ricci and William Yeoh 0001},
  publisher = {ACM},
  isbn = {978-1-4503-9432-1},
}