EXACT: Explanation-Informed Acceptance Testing of Deep Adaptive Programs

Abstract

The scope of this effort is to develop a machine-learning based system that improves explain-ability while maintaining a high level of learning performance by supporting an extended testing paradigm called the Explanation-formed Acceptance Testing (EXACT).

Document Details

Document Type
DoD Grant Award
Publication Date
Jan 06, 2022
Source ID
N660011724030

Entities

People

  • Alan Fern

Organizations

  • Defense Advanced Research Projects Agency
  • Naval Information Warfare Center Pacific
  • Oregon State University

Tags

Fields of Study

  • Computer science

Readers

  • Neural Network Machine Learning.
  • Software Engineering

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks