Hyperparameter Optimization on MuJoCo HalfCheetah
9,599Average ReturnALMAB-DC (UCB)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ALMAB-DC (UCB)Wall-clock (s)=5602026.03 | 9,599 | 82 | 0.1651 | |
| ALMAB-DC (TS)Wall-clock (s)=5802026.03 | 9,402 | 89 | 0.1773 | |
| Optuna (TPE)Wall-clock (s)=6302026.03 | 8,790 | 103 | 0.2087 | |
| BOHBWall-clock (s)=6202026.03 | 8,531 | 111 | 0.2266 | |
| Random SearchWall-clock (s)=7502026.03 | 7,247 | 140 | 0.2855 | |
| Grid SearchWall-clock (s)=8202026.03 | 6,377 | 162 | 0.3308 |