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Found 3 papers, 2 papers with code
Event-Triggered Safe Bayesian Optimization on Quadcopters
Utilizing standard safe BO strategies that do not address time-variations can result in failure as previous safe decisions may become unsafe over time, which we demonstrate herein.
Event-Triggered Time-Varying Bayesian Optimization
The results demonstrate that ET-GP-UCB is readily applicable without prior knowledge on the rate of change.
On Controller Tuning with Time-Varying Bayesian Optimization
Current TVBO methods do not explicitly account for these properties, resulting in poor tuning performance and many unstable controllers through over-exploration of the parameter space.
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