Reinforcement Learning, Artificial Intelligence, Machine Learning, Data Science, Statistics.
sample-average methods become unbiased once all actions are selected at least once, methods with constant maintain a permanent bias, albeit decreasing over time. In practice, this bias is generally manageable and can sometimes offer assistance. However, it requires users to set initial estimates,