Reinforcement Learning, Artificial Intelligence, Machine Learning, Data Science, Statistics.
simulate function to run simulations and compare the performance of different bandit algorithms. Init: Initializes bandit parameters such as the number of arms (k_arm), exploration probability (epsilon), initial estimation for each action (initial), step size for updating estimations (step_size),