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Multi-Armed Sampling (Finite-Armed Theoretical Bounds)

-1RegretTheorem 5
-1.08-0.5400.54Jul 14, 2025

Evaluation results

MethodLinks
Theorem 5Statistical distance=TV, Regret level=P, Regret scope=S2025.07-1-1
Theorem 5Statistical distance=TV, Regret level=A, Regret scope=S2025.07-1-1
Online Iterative GSHFStatistical distance=r-KL, Regret level=P, Regret scope=S2025.07-1-1
Two-Stage Mixed-Policy SamplingStatistical distance=r-KL, Regret level=P, Regret scope=S2025.07-1-1
KL-UCBStatistical distance=r-KL, Regret level=P, Regret scope=S2025.07-1-1
Theorem 5Statistical distance=r-KL, Regret level=P, Regret scope=S2025.07-1-1
Theorem 5Statistical distance=r-KL, Regret level=A, Regret scope=S2025.07-1-1
Theorem 5Statistical distance=f-KL, Regret level=P, Regret scope=S2025.07-1-1
Theorem 5Statistical distance=f-KL, Regret level=A, Regret scope=S2025.07-1-1
Theorem 5Statistical distance=TV, Regret level=P, Regret scope=C2025.0711
Theorem 5Statistical distance=TV, Regret level=A, Regret scope=C2025.0711
KL-UCBStatistical distance=r-KL, Regret level=P, Regret scope=C2025.0711
Theorem 5Statistical distance=r-KL, Regret level=P, Regret scope=C2025.0711
Theorem 5Statistical distance=r-KL, Regret level=A, Regret scope=C2025.0711
DAISEEStatistical distance=f-KL, Regret level=P, Regret scope=C2025.0711
Theorem 5Statistical distance=f-KL, Regret level=P, Regret scope=C2025.0711
Theorem 5Statistical distance=f-KL, Regret level=A, Regret scope=C2025.0711