state machine agent

An agent whose workflows are constrained by rigid rules. State machine agents generally make fewer mistakes than autonomous agents but lack the freedom to adapt to situations outside their constraints.

Practitioners refer to state machine agent when building, training, or evaluating machine learning systems. It appears in research papers, product documentation, and technical discussions about AI capabilities and limitations.