State

The concept of state is the meaningful snapshot of the environment at a given moment in decision-making systems. The more accurately an agent understands what state it is in, the more accurately it can choose the right action. That is why state design is a critical step in reinforcement learning and control systems. Incomplete or flawed state representation makes good action selection much harder. In short, how the system summarizes the world directly affects how it will decide.