Current state of reinforcement learning and future directions

Reinforcement learning is an important branch of artificial intelligence that deals with how agents learn to make decisions based on rewards and punishments. This paper explores the history of the development of reinforcement learning in AI. The work includes a brief introduction to the field of artificial intelligence and various approaches to machine learning.