Edgar D. Klenske

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 10

Top Topics

Gaussian Process

Hyperparameters

Predictive Control

Top Venues

IEEE Trans. Control. Syst. Technol.

Publications

Lukas P. Fröhlich, Melanie N. Zeilinger, Edgar D. Klenske
Cautious Bayesian Optimization for Efficient and Scalable Policy Search. L4DC (2021)
Lukas P. Fröhlich, Edgar D. Klenske, Julia Vinogradska, Christian Daniel, Melanie N. Zeilinger
Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization. CoRR (2020)
Lukas P. Fröhlich, Edgar D. Klenske, Julia Vinogradska, Christian Daniel, Melanie N. Zeilinger
Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization. AISTATS (2020)
Lukas P. Fröhlich, Melanie N. Zeilinger, Edgar D. Klenske
Cautious Bayesian Optimization for Efficient and Scalable Policy Search. CoRR (2020)
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 (2020)
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)
Eric Schulz, Edgar D. Klenske, Neil Bramley, Maarten Speekenbrink
Strategic exploration in human adaptive control. CogSci (2017)
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) (2016)
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)
Edgar D. Klenske, Philipp Hennig
Dual Control for Approximate Bayesian Reinforcement Learning. J. Mach. Learn. Res. 17 (2016)
Edgar D. Klenske, Philipp Hennig
Dual Control for Approximate Bayesian Reinforcement Learning. CoRR (2015)
Edgar D. Klenske, Melanie Nicole Zeilinger, Bernhard Schölkopf, Philipp Hennig
Nonparametric dynamics estimation for time periodic systems. Allerton (2013)