JMLR Special Topic on Bayesian Optimization
- Using Simulation to Improve Sample-Efficiency of Bayesian Optimization for Bipedal Robots
- Akshara Rai, Rika Antonova, Franziska Meier, Christopher G. Atkeson; (49):1−24, 2019.
[abs][pdf][bib]
- No-Regret Bayesian Optimization with Unknown Hyperparameters
- Felix Berkenkamp, Angela P. Schoellig, Andreas Krause; (50):1−24, 2019.
[abs][pdf][bib]
- ADMMBO: Bayesian Optimization with Unknown Constraints using ADMM
- Setareh Ariafar, Jaume Coll-Font, Dana Brooks, Jennifer Dy; (123):1−26, 2019.
[abs][pdf][bib]
[code]
- Bayesian Optimization for Policy Search via Online-Offline Experimentation
- Benjamin Letham, Eytan Bakshy; (145):1−30, 2019.
[abs][pdf][bib]
[appendix]
