Reinforcement Learning, Machine Learning, Policy, Data Science, Artificial Intelligence.
policy π’ must be as good as, or better than, π. That is, it must obtain greater or equal expected return from all states s ∈ S: Source: Reinforcement Learning. An Introduction. Second Edition | Richard S. Sutton and Andrew G. Barto Logic To understand the theorem’s formulation, let us assume that