Intermediate · Systems
Evaluator agent
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. An agent that checks and validates the results produced by another agent.
Technical Definition
An agent that checks and validates the results produced by another agent.
How it works
An evaluator agent acts as a quality control mechanism, scrutinizing the output of another agent before it is finalized. This is analogous to a quality assurance tester examining a product before its release. A "critic" is a common synonym for this type of agent.
Related Concepts
- Reinforcement Learning — A paradigm where an agent learns to make decisions by receiving rewards or penalties from its environment through trial and error.
- AI Agent — An AI system that autonomously plans, uses tools, and takes actions to accomplish goals through iterative reasoning.
- Generative AI — An AI field focused on creating models that can generate novel and complex content, such as text, images, audio, and video, that is coherent and original.