Safe Exploration for Active Learning with Gaussian Processes-Reference-Cited by-同舟云学术

Safe Exploration for Active Learning with Gaussian Processes

Published:2015 Issue: Volume: Page:133-149
ISSN:0302-9743
Container-title:Machine Learning and Knowledge Discovery in Databases
language:
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Author:

Schreiter Jens,Nguyen-Tuong Duy,Eberts Mona,Bischoff Bastian,Markert Heiner,Toussaint Marc

Publisher

Springer International Publishing

Link

http://link.springer.com/content/pdf/10.1007/978-3-319-23461-8_9

Reference23 articles.

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2. Cover, T.M., Thomas, J.A.: Elements of Information Theory. John Wiley & Sons (2006)

3. Deisenroth, M.P., Fox, D., Rasmussen, C.E.: Gaussian Processes for Data-Efficient Learning in Robotics and Control. Transactions on Pattern Analysis and Machine Intelligence 37, 408–423 (2015)

4. Fedorov, V.V.: Theory of Optimal Experiments. Academic Press (1972)

5. Galichet, N., Sebag, M., Teytaud, O.: Exploration vs exploitation vs safety: risk-aware multi-armed bandits. In: Ong, C.S., Ho, T.B. (eds.) Proceedings of the 5th Asian Conference on Machine Learning, JMLR: W&CP, vol. 29, pp. 245–260 (2013)

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