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Benchmarks
Linear Bandit Control on small-d piecewise-stationary stress test
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1,757
Control Regret
Oracle LinUCB
1,641.4
2,421.7
3,202
3,982.3
May 18, 2026
Control Regret
Costed Regret
Performance vs D-LinUCB
Updated 13d ago
Evaluation Results
Method
Method
Links
Control Regret
Costed Regret
Performance vs D-LinUCB
Oracle LinUCB
oracle=true
2026.05
1,757
1,757
-57.8
SPSC Alg. 1
2026.05
2,229
2,249
-46.5
SW-LinUCB
2026.05
3,417
3,417
-18
D-LinUCB
2026.05
4,167
4,167
-
OFUL
2026.05
4,645
4,645
11.5
Reset-LinUCB
oracle=true
2026.05
4,647
4,647
11.5
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