Reinforcement Learning, Monte Carlo Method, Machine Learning, Artificial Intelligence.
state. The problem with acting greedily all the time While collecting experience, many state-action pairs may never be visited. This generally happens in cases where the state space is very large. In a deterministic policy, a policy π will return only one action for each state. Without returns to