Edgar D. Klenske

According to our database, Edgar D. Klenske authored at least 8 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Cautious Bayesian Optimization for Efficient and Scalable Policy Search.

Lukas P. Fröhlich, Melanie N. Zeilinger, Edgar D. Klenske

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

2020

Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization.

Lukas P. Fröhlich, Edgar D. Klenske, Julia Vinogradska, Christian Daniel, Melanie N. Zeilinger

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Bayesian Optimization for Policy Search in High-Dimensional Systems via Automatic Domain Selection.

Lukas P. Fröhlich, Edgar D. Klenske, Christian G. Daniel, Melanie N. Zeilinger

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

2017

Strategic exploration in human adaptive control.

Eric Schulz, Edgar D. Klenske, Neil Bramley, Maarten Speekenbrink

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

Gaussian Process-Based Predictive Control for Periodic Error Correction.

Edgar D. Klenske, Melanie Nicole Zeilinger, Bernhard Schölkopf, Philipp Hennig

IEEE Trans. Control. Syst. Technol., 2016

Dual Control for Approximate Bayesian Reinforcement Learning.

Edgar D. Klenske, Philipp Hennig

J. Mach. Learn. Res., 2016

Approximate dual control maintaining the value of information with an application to building control.

Edgar D. Klenske, Philipp Hennig, Bernhard Schölkopf, Melanie Nicole Zeilinger

Proceedings of the 15th European Control Conference, 2016

2013

Nonparametric dynamics estimation for time periodic systems.

Edgar D. Klenske, Melanie Nicole Zeilinger, Bernhard Schölkopf, Philipp Hennig

Proceedings of the 51st Annual Allerton Conference on Communication, 2013