Reinforcement Learning, Machine Learning, Policy, Data Science, Artificial Intelligence.
greater rewards. Then the theorem guarantees that the V-function under policy π’ will be better than the one for the policy π. With the policy improvement theorem, we can always derive better policies by greedily choosing actions of the current policy that lead to maximum rewards for every state.