bandit 4dBandit 4D is a hhly versatile and popular algorithm in the field of machine learning and decision-making. It is desned to address the exploration-exploitation trade-off in various scenarios,A row of slot machines in Las Vegas. In probability theory and machine learning, the multi-armed bandit problem (sometimes called the K-[1] or N-armed bandit problem [2]) is a problem in