Mujin Cheon, Jay H. Lee, Dong-Yeun Koh, Calvin Tsay. EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]
@inproceedings{CheonLKT25,
title = {EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization},
author = {Mujin Cheon and Jay H. Lee and Dong-Yeun Koh and Calvin Tsay},
year = {2025},
url = {https://openreview.net/forum?id=XUkJGDfuXu},
researchr = {https://researchr.org/publication/CheonLKT25},
cites = {0},
citedby = {0},
booktitle = {Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025},
publisher = {OpenReview.net},
}