Showing 2024Show all
2 papers · 1 filter
cs.LG2024
Identifying the Best Arm in the Presence of Global Environment Shifts
Phurinut Srisawad, Juergen Branke, Long Tran-Thanh
This paper formulates a new Best-Arm Identification problem in the non-stationary stochastic bandits setting, where the means of all arms are shifted in the same way due to a globa…
cs.GT2024
Betting on what is neither verifiable nor falsifiable
Abhimanyu Pallavi Sudhir, Long Tran-Thanh
Prediction markets are useful for estimating probabilities of claims whose truth will be revealed at some fixed time -- this includes questions about the values of real-world event…