Heng-Nian Pan

Improvements of Multi-Armed Bandit Algorithms

This paper overviews the paths to further improve this algorithm and identifies two major methods of improvement: the internal method focuses on changing the inner structure of the algorithm to make it more generalizable in various circumstances; the external method focuses on constructing multi-phase processes with MA...