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Benchmarks
Linear Contextual Bandits on Normal Contexts K=1000, d=5 synthetic (test)
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1.15
Average Runtime (s)
SoftBatch
-4.7316
34.9692
74.67
114.3708
May 31, 2026
Average Runtime (s)
Updated 1d ago
Evaluation Results
Method
Method
Links
Average Runtime (s)
SoftBatch
Algorithm Type=Suboptimal
2026.05
1.15
RS-OFUL
Algorithm Type=Suboptimal
2026.05
1.37
BLCE
Algorithm Type=Optimal
2026.05
2.17
BLCE-G
Algorithm Type=Optimal
2026.05
3.58
BatchLearning
Algorithm Type=Optimal
2026.05
143.07
BatchLinUCB-DG
Algorithm Type=Suboptimal
2026.05
148.19
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