SCOPE: Safe Exploration for Dynamic Computer Systems Optimization

22 April 2022

Papers citing "SCOPE: Safe Exploration for Dynamic Computer Systems Optimization"

11 / 11 papers shown

Title
Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning Lukas Brunke Melissa Greeff Adam W. Hall Zhaocong Yuan Siqi Zhou Jacopo Panerati Angela P. Schoellig OffRL 63 625 0 13 Aug 2021
BayesPerf: Minimizing Performance Monitoring Errors Using Bayesian Statistics Subho Sankar Banerjee Saurabh Jha Zbigniew T. Kalbarczyk Ravishankar Iyer 18 13 0 22 Feb 2021
Safe Reinforcement Learning in Constrained Markov Decision Processes Akifumi Wachi Yanan Sui 58 151 0 15 Aug 2020
Safe Reinforcement Learning via Curriculum Induction M. Turchetta Andrey Kolobov S. Shah Andreas Krause Alekh Agarwal 43 93 0 22 Jun 2020
Array Programming with NumPy Charles R. Harris K. Millman S. Walt R. Gommers Pauli Virtanen ... Tyler Reddy Warren Weckesser Hameer Abbasi C. Gohlke T. Oliphant 156 14,986 0 18 Jun 2020
Safe Exploration for Interactive Machine Learning M. Turchetta Felix Berkenkamp Andreas Krause 84 89 0 30 Oct 2019
A Survey of Machine Learning Applied to Computer Architecture Design Drew Penney Lizhong Chen AI4CE 60 29 0 26 Sep 2019
Practical Design Space Exploration Luigi Nardi D. Koeplinger K. Olukotun 55 86 0 11 Oct 2018
A Tutorial on Bayesian Optimization P. Frazier GP 111 1,794 0 08 Jul 2018
Stagewise Safe Bayesian Optimization with Gaussian Processes Yanan Sui Vincent Zhuang J. W. Burdick Yisong Yue 66 143 0 20 Jun 2018
Safe Exploration of State and Action Spaces in Reinforcement Learning Javier García Fernando Fernández 87 163 0 04 Feb 2014