Exploration vs. Exploitation: A Deep Dive into Multi-armed Bandits

A k-armed Bandit Problem Imagine you're at a casino, faced with a row of slot machines (one-armed bandits), each with its own hidden probability of paying out. Your goal is to maximize your winnings over the night, but you don't know which machines h...