ParBayesianOptimization 1.4.2 cuts the install footprint from 84 to 27 packages, stops asking questions in the middle of unattended runs, and catches misspelled arguments before your scoring function runs.
A popular package for Parallelizable Bayesian Optimization is avaiable again on CRAN.