On-policy and Off-policy algorithms in Reinforcement Learning

Reinforcement learning (RL) is a type of machine learning that enables agents to learn how to make decisions by interacting with an environment. The agent learns to maximize a reward signal by trying different actions and observing the resulting rewa...