Learning Heuristic Selection with Dynamic Algorithm Configuration

Learning Heuristic Selection with Dynamic Algorithm Configuration

15 June 2020

André Biedenkapp

Robert Mattmüller

Marius Lindauer

Papers citing "Learning Heuristic Selection with Dynamic Algorithm Configuration"

10 / 10 papers shown

Title
Multi-parameter Control for the (1+( $λ$ , $λ$ ))-GA on OneMax via Deep Reinforcement Learning Tai Nguyen Phong Le Carola Doerr Nguyen Dang 24 0 0 19 May 2025
Athanor: Local Search over Abstract Constraint Specifications Saad Attieh Nguyen Dang Christopher Jefferson Ian Miguel Peter William Nightingale 48 0 0 03 Jan 2025
Using Automated Algorithm Configuration for Parameter Control D. Chen M. Buzdalov Carola Doerr Nguyen Dang 31 4 0 23 Feb 2023
PI is back! Switching Acquisition Functions in Bayesian Optimization C. Benjamins E. Raponi Anja Jankovic K. Blom Maria Laura Santoni Marius Lindauer Carola Doerr 38 5 0 02 Nov 2022
Multi-agent Dynamic Algorithm Configuration Ke Xue Jiacheng Xu Lei Yuan Mingxing 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
Symbolic Search for Optimal Planning with Expressive Extensions David Speck 13 4 0 01 Apr 2022
Theory-inspired Parameter Control Benchmarks for Dynamic Algorithm Configuration André Biedenkapp Nguyen Dang Martin S. Krejca Frank Hutter Carola Doerr 34 8 0 07 Feb 2022
A Survey of Methods for Automated Algorithm Configuration Elias Schede Jasmin Brandt Alexander Tornede Marcel Wever Viktor Bengs Eyke Hüllermeier Kevin Tierney 31 48 0 03 Feb 2022
Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges B. Bischl Martin Binder Michel Lang Tobias Pielok Jakob Richter ... Theresa Ullmann Marc Becker A. Boulesteix Difan Deng Marius Lindauer 85 455 0 13 Jul 2021