Adaptive Computer Aiding in Dynamic Decision Processes. Part I. Adaptive Decision Models and Dynamic Utility Estimation

Abstract

The report describes the implementation of a system for adaptive computer aiding in dynamic decision processes and provides theoretical background for some of the underlying techniques. The report is presented in two parts under separate covers. Part I, 'Adaptive Decision Models and Dynamic Utility Estimation,' includes (1) a description of the adaptive decision model for the decision task; (2) a presentation of the concept of dynamic utility and a technique, based on machine learning principles, for adaptive on-line estimation of these utilities; (3) a description of the overall system and software; and (4) the overall objectives and approach for an experimental program involving the system.

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Document Details

Document Type
Technical Report
Publication Date
May 01, 1974
Accession Number
AD0780953

Entities

People

  • Amos Freedy
  • Donald May
  • Gershon Weltman
  • Kent Davis
  • Richard Weisbrod

Tags

Communities of Interest

  • C4I
  • Human Systems
  • Materials and Manufacturing Processes
  • Sensors

DTIC Thesaurus Topics

  • Classification
  • Computer Programs
  • Computers
  • Decision Theory
  • Engineering
  • Environment
  • Estimators
  • False Alarms
  • Graphics
  • Human Factors Engineering
  • Information Processing
  • Intelligence Analysis
  • Intelligence Collection
  • Learning
  • Machine Learning
  • Psychology
  • Reliability

Fields of Study

  • Computer science
  • Engineering

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Computer Science.
  • Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.

Technology Areas

  • AI & ML