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Offline Model-based Optimization on Hopper Controller Design-Bench

2.444Score (100th Pctl)IOM
-0.118560.546721.2121.87728Nov 21, 2022

Evaluation results

MethodLinks
IOMNumber of trials=52022.112.444
COMSNumber of trials=52022.112.056
ROMANumber of trials=162022.111.867
LCB+GPNumber of trials=52022.111.736
Grad. MeanNumber of trials=52022.111.586
IOM-CNumber of trials=52022.111.482
Grad. MinNumber of trials=52022.111.391
Grad.Number of trials=52022.111.035
D (best)2022.111
CMA-ESNumber of trials=52022.110.604
BO-qEINumber of trials=52022.110.55
MINSNumber of trials=52022.110.424
CbASNumber of trials=52022.110.141
Auto. CbASNumber of trials=52022.110.137
REINFORCENumber of trials=52022.11-0.02