Open-Ended Task Discovery via Bayesian Optimization

Masaki Adachi, Yuta Suzuki, Juliusz Ziomek

When applying Bayesian optimization (BO) to scientific workflow, a major yet often overlooked source of uncertainty is the task itself -- namely, what to optimize and how to evalua…