The agent function: perceive, reason, act - AWS Prescriptive Guidance

The agent function: perceive, reason, act

At the core of every software agent is a cognitive cycle that is often described as the perceive, reason, act loop. This process is illustrated in the following diagram. It defines how agents operate autonomously in dynamic environments.

Perceive, reason, act loop.
  • Perceive: Agents gather information (for example, events, sensor inputs, or API signals) from the environment and update their internal state or beliefs.

  • Reason: Agents analyze current beliefs, goals, and contextual knowledge by using a plan library or logic system. This process might involve goal prioritization, conflict resolution, or intention selection.

  • Act: Agents select and execute actions that move them closer to achieving their delegated goals.

This architecture supports the ability of agents to function beyond rigid programming and enables flexible, context-sensitive, and goal-directed behavior. It forms the mental framework that guides the broader purposes of software agents.