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2020 – today
- 2021
[c6]Lukas P. Fröhlich, Melanie N. Zeilinger, Edgar D. Klenske:
Cautious Bayesian Optimization for Efficient and Scalable Policy Search. L4DC 2021: 227-240- 2020
- [c5]Lukas P. Fröhlich, Edgar D. Klenske, Julia Vinogradska, Christian Daniel, Melanie N. Zeilinger:
Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization. AISTATS 2020: 2262-2272 - [i4]Lukas P. Fröhlich, Edgar D. Klenske, Christian G. Daniel, Melanie N. Zeilinger:
Bayesian Optimization for Policy Search in High-Dimensional Systems via Automatic Domain Selection. CoRR abs/2001.07394 (2020) - [i3]Lukas P. Fröhlich, Edgar D. Klenske, Julia Vinogradska, Christian Daniel, Melanie N. Zeilinger:
Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization. CoRR abs/2002.02820 (2020) - [i2]Lukas P. Fröhlich, Melanie N. Zeilinger, Edgar D. Klenske:
Cautious Bayesian Optimization for Efficient and Scalable Policy Search. CoRR abs/2011.09445 (2020)
2010 – 2019
- 2019
- [c4]Lukas P. Fröhlich, Edgar D. Klenske, Christian G. Daniel, Melanie N. Zeilinger:
Bayesian Optimization for Policy Search in High-Dimensional Systems via Automatic Domain Selection. IROS 2019: 757-764 - 2017
- [c3]Eric Schulz, Edgar D. Klenske, Neil Bramley, Maarten Speekenbrink:
Strategic exploration in human adaptive control. CogSci 2017 - 2016
- [j2]Edgar D. Klenske, Philipp Hennig:
Dual Control for Approximate Bayesian Reinforcement Learning. J. Mach. Learn. Res. 17: 127:1-127:30 (2016) - [j1]Edgar D. Klenske, Melanie Nicole Zeilinger, Bernhard Schölkopf, Philipp Hennig:
Gaussian Process-Based Predictive Control for Periodic Error Correction. IEEE Trans. Control. Syst. Technol. 24(1): 110-121 (2016) - [c2]Edgar D. Klenske, Philipp Hennig, Bernhard Schölkopf
, Melanie Nicole Zeilinger:
Approximate dual control maintaining the value of information with an application to building control. ECC 2016: 800-806 - 2015
- [i1]Edgar D. Klenske, Philipp Hennig:
Dual Control for Approximate Bayesian Reinforcement Learning. CoRR abs/1510.03591 (2015) - 2013
- [c1]Edgar D. Klenske, Melanie Nicole Zeilinger, Bernhard Schölkopf, Philipp Hennig:
Nonparametric dynamics estimation for time periodic systems. Allerton 2013: 486-493
Coauthor Index
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