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Benchmarks
Hyperparameter Optimization on MuJoCo HalfCheetah
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9,599
Average Return
ALMAB-DC (UCB)
6,248.12
7,118.06
7,988
8,857.94
Mar 22, 2026
Average Return
Standard Deviation of Return
Cumulative Regret
Updated 25d ago
Evaluation Results
Method
Method
Links
Average Return
Standard Deviation of Return
Cumulative Regret
ALMAB-DC (UCB)
Wall-clock (s)=560
2026.03
9,599
82
0.1651
ALMAB-DC (TS)
Wall-clock (s)=580
2026.03
9,402
89
0.1773
Optuna (TPE)
Wall-clock (s)=630
2026.03
8,790
103
0.2087
BOHB
Wall-clock (s)=620
2026.03
8,531
111
0.2266
Random Search
Wall-clock (s)=750
2026.03
7,247
140
0.2855
Grid Search
Wall-clock (s)=820
2026.03
6,377
162
0.3308
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