ResearchBenchmarksBayesian Optimization on 8D Ackley functionBayesian Optimization on 8D Ackley functionFollow0.27Average Runtime (s)TuRBO-143.7192828.20791,800.1352,772.0621Oct 31, 2024Evaluation resultsMethodMethodLinksAverage Runtime (s)Std Dev Runtime (s)TuRBO2024.100.270.2EI2024.100.280.05SAASBO2024.10168.627.6EARL-BOLookahead horizon=3-st...Lookahead horizon=3-step, Number of episodes=40002024.10840147EARL-BOLookahead horizon=5-st...Lookahead horizon=5-step, Number of episodes=40002024.101,075134Rollout EILookahead horizon=3-st...Lookahead horizon=3-step, Monte Carlo (MC) iterations=10002024.103,600—