Giving purpose to AI: Deep reinforcement learning

Yet many of the applications we've seen are single-event driven. Some examples: Is the image shown that of a cat? Given a word, translate it into English. Execute a given command, such as "Turn on the Light." Deep learning techniques have been responsible for many AI applications like these, but fundamentally, deep learning is task-oriented.