New GLR and GSR tests for unknown pre- and post-change reward distributions achieve order-optimal logarithmic latency in piecewise stationary bandits.
A change-detection based framework for piecewise-stationary multi-armed bandit problem,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.IT 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments
New GLR and GSR tests for unknown pre- and post-change reward distributions achieve order-optimal logarithmic latency in piecewise stationary bandits.