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Excursion Search for Constrained Bayesian Optimization under a Limited Budget of Failures

Excursion Search for Constrained Bayesian Optimization under a Limited Budget of Failures

A. Marco
Alexander von Rohr
Dominik Baumann
José Miguel Hernández-Lobato
Sebastian Trimpe
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Papers citing "Excursion Search for Constrained Bayesian Optimization under a Limited Budget of Failures"

5 / 5 papers shown
Title
Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems
Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems
Yunyue Wei
Zeji Yi
Hongda Li
Saraswati Soedarmadji
Yanan Sui
97
0
0
31 Dec 2024
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
Yunchuan Zhang
Sangwoo Park
Osvaldo Simeone
55
10
0
30 Jun 2023
VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints
VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints
Wenjie Xu
Colin N. Jones
B. Svetozarevic
C. Laughman
Ankush Chakrabarty
112
26
0
14 Oct 2021
GoSafe: Globally Optimal Safe Robot Learning
GoSafe: Globally Optimal Safe Robot Learning
Dominik Baumann
A. Marco
M. Turchetta
Sebastian Trimpe
60
37
0
27 May 2021
Scalable Learning of Safety Guarantees for Autonomous Systems using Hamilton-Jacobi Reachability
Scalable Learning of Safety Guarantees for Autonomous Systems using Hamilton-Jacobi Reachability
Sylvia Herbert
Jason J. Choi
Suvansh Qazi
Marsalis T. Gibson
Koushil Sreenath
Claire Tomlin
108
37
0
15 Jan 2021