Reinforcement Learning, Monte Carlo Method, Machine Learning, Artificial Intelligence.
methods face a dilemma. They seek to learn an optimal policy but also have to behave non-optimally to explore. On-policy approach learns action-values not for optimal policy but for a near-optimal policy that still explores. A more straightforward approach is to use 2 policies. One that is learned