Introduction: Reinforcement Learning with OpenAI Gym

From the word'reinforcement' we get the idea of building patterns or belief system with positive feedback. With reinforcement learning we aim to create algorithms that helps an agent in achieving maximum performance in a given environment with proper rewards. Let's consider two situations giving an abstract insight for RL. Let's first define concept of agent and environment for understanding technical details about RL. Environment is the universe of agent which changes state of agent with given action performed on it.