Heng-Nian Pan

Improvements of Multi-Armed Bandit Algorithms

. As a branch of reinforcement learning, Multi-Armed Bandit(MAB) is used in problems of making optimal decisions such as recommendation and clinical trials. It has the ability of gathering information from unknown environments and using this information to maximize the reward in a process. This paper overviews the path...