Empirical Inference
Conference Paper
2022
GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL
| Author(s): | Sontakke, S. A. and Iota, S. and Hu, Z. and Mehrjou, A. and Itti, L. and Schölkopf, B. |
| Book Title: | Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS) |
| Volume: | 151 |
| Pages: | 7518--7530 |
| Year: | 2022 |
| Month: | March |
| Series: | Proceedings of Machine Learning Research |
| Editors: | Camps-Valls, Gustau and Ruiz, Francisco J. R. and Valera, Isabel |
| Publisher: | PMLR |
| Bibtex Type: | Conference Paper (conference) |
| Event Place: | Virtual Conference |
| State: | Published |
| URL: | https://proceedings.mlr.press/v151/sontakke22a.html |
| Electronic Archiving: | grant_archive |
BibTex
@conference{Sontakkeetal22,
title = {GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL},
booktitle = {Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS)},
volume = {151},
pages = {7518--7530},
series = {Proceedings of Machine Learning Research},
editors = {Camps-Valls, Gustau and Ruiz, Francisco J. R. and Valera, Isabel},
publisher = {PMLR},
month = mar,
year = {2022},
slug = {sontakkeetal22},
author = {Sontakke, S. A. and Iota, S. and Hu, Z. and Mehrjou, A. and Itti, L. and Sch{\"o}lkopf, B.},
url = {https://proceedings.mlr.press/v151/sontakke22a.html},
month_numeric = {3}
}