Rollout Bayesian Optimization

This repository contains code and experiments for performing rollout in Bayesian Optimization

Issues

  • Refactor multi start optimization of expected improvement success criteria
  • Perform the standard iteration of Bayesian optimization to sanity check existing framework.
  • Run the experiments for acquisition function with a different starting point for the LDS and with a different seed for random normal number generator.