Provably Efficient Online Hyperparameter Optimization with Population-Based Bandits

6 February 2020

Papers citing "Provably Efficient Online Hyperparameter Optimization with Population-Based Bandits"

5 / 5 papers shown

Title
HyperController: A Hyperparameter Controller for Fast and Stable Training of Reinforcement Learning Neural Networks J. Gornet Yiannis Kantaros Bruno Sinopoli 24 0 0 27 Apr 2025
Generalized Population-Based Training for Hyperparameter Optimization in Reinforcement Learning Hui Bai Ran Cheng 22 4 0 12 Apr 2024
A survey on multi-objective hyperparameter optimization algorithms for Machine Learning A. Hernández I. Nieuwenhuyse Sebastian Rojas Gonzalez 9 92 0 23 Nov 2021
CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning C. Benjamins Theresa Eimer Frederik Schubert André Biedenkapp Bodo Rosenhahn Frank Hutter Marius Lindauer OffRL 16 23 0 05 Oct 2021
Time-Varying Gaussian Process Bandit Optimization Ilija Bogunovic Jonathan Scarlett V. Cevher 36 82 0 25 Jan 2016