Reinforcement Learning, Artificial Intelligence, Machine Learning, Data Science, Statistics.
effectively treating them as parameters. The performance on the 10-armed bandit testbed is illustrated in Figure, comparing a greedy method with Q1(a) = +5 for all actions to an ε-greedy method with Q1(a) = 0. Initially, the optimistic method performs worse due to increased exploration, but over