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Virtual vs. Real: Trading Off Simulations and Physical Experiments in Reinforcement Learning with Bayesian Optimization.

A. Marco, F. Berkenkamp, P. Hennig, A. Schoellig, A. Krause, S. Schaal, and S. Trimpe. CoRR, (2017)

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Stefan Berkenkamp

Manfred Berkenkamp

Heinrich Berkenkamp

Ulf Berkenkamp

Brigitte Berkenkamp

Other publications of authors with the same name

Safe controller optimization for quadrotors with Gaussian processes.F. Berkenkamp, A. Schoellig, and A. Krause. ICRA, page 491-496. IEEE, (2016)The Lyapunov Neural Network: Adaptive Stability Certification for Safe Learning of Dynamical Systems.S. Richards, F. Berkenkamp, and A. Krause. CoRL, volume 87 of Proceedings of Machine Learning Research, page 466-476. PMLR, (2018)Information-Theoretic Safe Exploration with Gaussian Processes.A. Bottero, C. Luis, J. Vinogradska, F. Berkenkamp, and J. Peters. NeurIPS, (2022)Safe learning of regions of attraction for uncertain, nonlinear systems with Gaussian processes.F. Berkenkamp, R. Moriconi, A. Schoellig, and A. Krause. CDC, page 4661-4666. IEEE, (2016)Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning.S. Curi, F. Berkenkamp, and A. Krause. NeurIPS, (2020)Safe Exploration for Interactive Machine Learning.M. Turchetta, F. Berkenkamp, and A. Krause. NeurIPS, page 2887-2897. (2019)Scalable Meta-Learning with Gaussian Processes.P. Tighineanu, L. Grossberger, P. Baireuther, K. Skubch, S. Falkner, J. Vinogradska, and F. Berkenkamp. AISTATS, volume 238 of Proceedings of Machine Learning Research, page 1981-1989. PMLR, (2024)Model-Based Uncertainty in Value Functions.C. Luis, A. Bottero, J. Vinogradska, F. Berkenkamp, and J. Peters. AISTATS, volume 206 of Proceedings of Machine Learning Research, page 8029-8052. PMLR, (2023)Information-Directed Exploration for Deep Reinforcement Learning.N. Nikolov, J. Kirschner, F. Berkenkamp, and A. Krause. ICLR (Poster), OpenReview.net, (2019)Safe and robust learning control with Gaussian processes.F. Berkenkamp, and A. Schoellig. ECC, page 2496-2501. IEEE, (2015)

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Disambiguation of "Berkenkamp, Felix"

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Virtual vs. Real: Trading Off Simulations and Physical Experiments in Reinforcement Learning with Bayesian Optimization.

Please choose a person to relate this publication to

Stefan Berkenkamp

Manfred Berkenkamp

Heinrich Berkenkamp

Ulf Berkenkamp

Brigitte Berkenkamp

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Berkenkamp, Felix"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Virtual vs. Real: Trading Off Simulations and Physical Experiments in Reinforcement Learning with Bayesian Optimization.

Please choose a person to relate this publication to

Stefan Berkenkamp

Manfred Berkenkamp

Heinrich Berkenkamp

Ulf Berkenkamp

Brigitte Berkenkamp

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
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Virtual vs. Real: Trading Off Simulations and Physical Experiments in Reinforcement Learning with Bayesian Optimization.