Theory-inspired Parameter Control Benchmarks for Dynamic Algorithm Configuration

7 February 2022

Papers citing "Theory-inspired Parameter Control Benchmarks for Dynamic Algorithm Configuration"

7 / 7 papers shown

Title
CANDID DAC: Leveraging Coupled Action Dimensions with Importance Differences in DAC Philipp Bordne M. A. Hasan Eddie Bergman Noor H. Awad André Biedenkapp 31 1 0 08 Jul 2024
Using Automated Algorithm Configuration for Parameter Control D. Chen M. Buzdalov Carola Doerr Nguyen Dang 28 4 0 23 Feb 2023
Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis C. Benjamins Anja Jankovic E. Raponi K. Blom Marius Lindauer Carola Doerr 25 5 0 17 Nov 2022
Multi-agent Dynamic Algorithm Configuration Ke Xue Jiacheng Xu Lei Yuan M. Li Chao Qian Zongzhang Zhang Yang Yu 37 29 0 13 Oct 2022
Automated Dynamic Algorithm Configuration Steven Adriaensen André Biedenkapp Gresa Shala Noor H. Awad Theresa Eimer Marius Lindauer Frank Hutter 32 36 0 27 May 2022
Switching between Numerical Black-box Optimization Algorithms with Warm-starting Policies D. Schroder Diederick Vermetten Hongya Wang Carola Doerr Thomas Bäck 37 1 0 13 Apr 2022
Provably Efficient Online Hyperparameter Optimization with Population-Based Bandits Jack Parker-Holder Vu Nguyen Stephen J. Roberts OffRL 75 83 0 06 Feb 2020