Information-Theoretic Safe Exploration with Gaussian Processes

Information-Theoretic Safe Exploration with Gaussian Processes

9 December 2022

Julia Vinogradska

Felix Berkenkamp

Jan Peters

Papers citing "Information-Theoretic Safe Exploration with Gaussian Processes"

5 / 5 papers shown

Title
Safety and optimality in learning-based control at low computational cost Dominik Baumann Krzysztof Kowalczyk Cristian R. Rojas K. Tiels Pawel Wachel 29 0 0 12 May 2025
Amortized Safe Active Learning for Real-Time Data Acquisition: Pretrained Neural Policies from Simulated Nonparametric Functions Cen Li Marc Toussaint Barbara Rakitsch Christoph Zimmer OffRL 121 0 0 26 Jan 2025
Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization Lukas P. Frohlich Edgar D. Klenske Julia Vinogradska Christian Daniel M. Zeilinger 40 36 0 07 Feb 2020
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 403 0 06 Mar 2017
Safe Exploration in Markov Decision Processes T. Moldovan Pieter Abbeel 70 308 0 22 May 2012