---
publication_id: "OT-2026-000001886"
title: "Model verification apparatus, model verification method, and non-transitory computer readable medium"
published_at: "2026-09-15T19:09:17.831632Z"
canonical_url: "https://opentechnical.org/p/OT-2026-000001886"
categories:
  - "sensors-controls-machine-vision/industrial-control"
keywords:
  - "g05b13/0265"
  - "g05b13/0265"
  - "g05b13/0265"
  - "g06n20/00"
  - "b25j9/163"
  - "g05b13/02"
---

# Model verification apparatus, model verification method, and non-transitory computer readable medium

## Abstract

Provided is a model verification apparatus including a model storage unit configured to store a machine learning model that has been subjected to machine learning, by using a learning sample including state data indicating a state of equipment in which a controlled object is provided and action data indicating an action for deciding a manipulated variable to be applied to the controlled object, so as to output an action according to the state of the equipment, a learning range identification unit configured to identify a learning range indicating a range of the learning sample, a verification data acquisition unit configured to acquire verification data indicating a plurality of states of the equipment outside the learning range, and a verification result output unit configured to output a verification result indicating a plurality of actions to be output by the machine learning model in response to an input of the verification data.