Safe Exploration for Interactive Machine Learning

30 October 2019

Papers citing "Safe Exploration for Interactive Machine Learning"

18 / 18 papers shown

Title
Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems Yunyue Wei Zeji Yi Hongda Li Saraswati Soedarmadji Yanan Sui 78 0 0 31 Dec 2024
Future Aware Safe Active Learning of Time Varying Systems using Gaussian Processes Markus Lange-Hegermann Christoph Zimmer AI4TS 100 0 0 17 May 2024
Global Safe Sequential Learning via Efficient Knowledge Transfer Cen-You Li Olaf Duennbier Marc Toussaint Barbara Rakitsch Christoph Zimmer 96 2 0 22 Feb 2024
Performative Prediction: Past and Future Moritz Hardt Celestine Mendler-Dünner 155 26 0 25 Oct 2023
Learning-based Model Predictive Control for Safe Exploration and Reinforcement Learning Torsten Koller Felix Berkenkamp M. Turchetta Joschka Boedecker Andreas Krause 43 52 0 27 Jun 2019
Efficient and Safe Exploration in Deterministic Markov Decision Processes with Unknown Transition Models Erdem Biyik Jonathan Margoliash S. R. Alimo Dorsa Sadigh 61 15 0 01 Apr 2019
Stagewise Safe Bayesian Optimization with Gaussian Processes Yanan Sui Vincent Zhuang J. W. Burdick Yisong Yue 85 143 0 20 Jun 2018
Safe Model-based Reinforcement Learning with Stability Guarantees Felix Berkenkamp M. Turchetta Angela P. Schoellig Andreas Krause 191 853 0 23 May 2017
On Kernelized Multi-armed Bandits Sayak Ray Chowdhury Aditya Gopalan 127 463 0 03 Apr 2017
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 169 412 0 06 Mar 2017
Virtual vs. Real: Trading Off Simulations and Physical Experiments in Reinforcement Learning with Bayesian Optimization A. Marco Felix Berkenkamp Philipp Hennig Angela P. Schoellig Andreas Krause S. Schaal Sebastian Trimpe 72 128 0 03 Mar 2017
Safe Exploration in Finite Markov Decision Processes with Gaussian Processes M. Turchetta Felix Berkenkamp Andreas Krause 89 189 0 15 Jun 2016
Bayesian Optimization with Safety Constraints: Safe and Automatic Parameter Tuning in Robotics Felix Berkenkamp Andreas Krause Angela P. Schoellig 150 285 0 14 Feb 2016
Conservative Bandits Yifan Wu R. Shariff Tor Lattimore Csaba Szepesvári 189 99 0 13 Feb 2016
A General Framework for Constrained Bayesian Optimization using Information-based Search José Miguel Hernández-Lobato M. Gelbart Ryan P. Adams Matthew W. Hoffman Zoubin Ghahramani 50 167 0 30 Nov 2015
Bayesian Optimization with Unknown Constraints M. Gelbart Jasper Snoek Ryan P. Adams 93 450 0 22 Mar 2014
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 379 7,965 0 13 Jun 2012
Safe Exploration in Markov Decision Processes T. Moldovan Pieter Abbeel 155 311 0 22 May 2012