Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning

Sumedh A. Sontakke, Arash Mehrjou, Laurent Itti, Bernhard Schölkopf. Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 9848-9858, PMLR, 2021. [doi]

@inproceedings{SontakkeMIS21,
  title = {Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning},
  author = {Sumedh A. Sontakke and Arash Mehrjou and Laurent Itti and Bernhard Schölkopf},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/sontakke21a.html},
  researchr = {https://researchr.org/publication/SontakkeMIS21},
  cites = {0},
  citedby = {0},
  pages = {9848-9858},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}