Physical Intelligence

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

2021

Conference Paper

ei


Author(s): Sontakke, S. and Mehrjou, A. and Itti, L. and Schölkopf, B.
Book Title: Proceedings of 38th International Conference on Machine Learning (ICML)
Volume: 139
Pages: 9848--9858
Year: 2021
Month: July

Series: Proceedings of Machine Learning Research
Editors: Meila, Marina and Zhang, Tong
Publisher: PMLR

Department(s): Empirical Inference
Research Project(s): Causal Inference
Bibtex Type: Conference Paper (conference)

Event Place: Virtual Conference

State: Published
URL: https://proceedings.mlr.press/v139/sontakke21a.html

BibTex

@conference{SonMehIttSch21,
  title = {Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning},
  author = {Sontakke, S. and Mehrjou, A. and Itti, L. and Sch{\"o}lkopf, B.},
  booktitle = {Proceedings of 38th International Conference on Machine Learning (ICML)},
  volume = {139},
  pages = {9848--9858},
  series = {Proceedings of Machine Learning Research},
  editors = {Meila, Marina and Zhang, Tong},
  publisher = {PMLR},
  month = jul,
  year = {2021},
  doi = {},
  url = {https://proceedings.mlr.press/v139/sontakke21a.html},
  month_numeric = {7}
}