Reinforcement learning refers to a machine paradigm in which an agent interacts with the environment learn how perform task. The characteristics of may change over time or be affected by disturbances not controlled, avoiding finding proper policy. Some approaches attempt address these problems, as interactive reinforcement learning, where external entity helps through advice. Other approaches, ...