activity
20232025
most citedModel-Free Active Exploration in Reinforcement Learning

2 citations · 2 across the 4 of their papers we have counts for

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cs.LG2023

Best Arm Identification with Fixed Budget: A Large Deviation Perspective

Po-An Wang, Ruo-Chun Tzeng, Alexandre Proutiere

We consider the problem of identifying the best arm in stochastic Multi-Armed Bandits (MABs) using a fixed sampling budget. Characterizing the minimal instance-specific error proba…