reinforcement learning noun2 •Learning that occurs through reinforcement, especially through rewards, encouragement, or other consequences that strengthen desired behaviours. •A machine-learning paradigm in which a model or agent learns by taking actions and receiving reward signals that indicate how well those actions achieve a desired objective.Let us look more deeply at reinforcement learning, to see what it means to learn from our own actions. Reinforcement learning is a field in which an agent learns by interacting with an environment. — 2022