Max-Utility Based Arm Selection Strategy For Sequential Query Recommendations

no code implementations • 31 Aug 2021 • Shameem A. Puthiya Parambath, Christos Anagnostopoulos, Roderick Murray-Smith, Sean MacAvaney, Evangelos Zervas

We show that such a selection strategy often results in higher cumulative regret and to this end, we propose a selection strategy based on the maximum utility of the arms.

Multi-Armed Bandits