Mastering the exploration-exploitation trade-off in Bayesian Optimization

15 May 2023

Papers citing "Mastering the exploration-exploitation trade-off in Bayesian Optimization"

4 / 4 papers shown

Title
Systematic Evaluation of Initial States and Exploration-Exploitation Strategies in PID Auto-Tuning: A Framework-Driven Approach Applied on Mobile Robots Zaid Ghazal Ali Al-Bustami Khouloud Gaaloul Jaerock Kwon 22 0 0 06 May 2025
Generalizing Bayesian Optimization with Decision-theoretic Entropies W. Neiswanger Lantao Yu Shengjia Zhao Chenlin Meng Stefano Ermon UQCV 29 11 0 04 Oct 2022
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization Marius Lindauer Katharina Eggensperger Matthias Feurer André Biedenkapp Difan Deng C. Benjamins Tim Ruhopf René Sass Frank Hutter 83 323 0 20 Sep 2021
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 401 0 06 Mar 2017