GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL

Sumedh A. Sontakke, Stephen Iota, Zizhao Hu, Arash Mehrjou, Laurent Itti, Bernhard Schölkopf. GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 7518-7530, PMLR, 2022. [doi]

Abstract

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