Verification and Validation in Artificial Intelligence

Abstract

AI V and V in a nutshell - Motivating question: "How can I gain confidence in my AI technique?" Expectation: Metrics, Algorithms. Finding: V and V is a Comp Sci concept, Multiple fields of research, multiple lines in each field, Still need some definitional work.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2019
Accession Number
AD1088904

Entities

People

  • Eliezer Kanal

Organizations

  • Carnegie Mellon University

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Application Software
  • Artificial Intelligence
  • Artificial Intelligence Computing
  • Artificial Intelligence Software
  • Automata Theory
  • Autonomous Systems
  • Autonomous Vehicles
  • Computational Science
  • Computer Programming
  • Computer Programs
  • Computer Science
  • Computers
  • Department Of Defense
  • Engineering
  • Expert Systems
  • Governments
  • Hybrid Systems
  • Knowledge Based Systems
  • Materials
  • Mathematical Models
  • Rule Based Systems
  • Simulations
  • Software Development
  • Unmanned Vehicles
  • Validation
  • Verification

Readers

  • Geospatial Intelligence and Artificial Intelligence Analytics
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy
  • AI & ML - Machine Learning Algorithms