Plan Generation and Evaluation Using Action Networks

Abstract

This effort focused on representation and evaluation of plans accounting for uncertainty in the parameters upon which the plan is based and also uncertainty in the outcomes that will result from potential actions of the plan. Methods used to accomplish these results included the use of Action Networks, and development of a suite of analysis tools in support of the AFRL Campaign Assessment Tool (CAT - AKA Causal Analysis Tool). Action networks is a language for representing actions and their effects based on Bayesian networks. The analysis tools were intended to provide supporting analysis of air campaign plans including analysis of the value of observing new information and the value of controlling key uncertainties.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2003
Accession Number
ADA411294

Entities

People

  • Mark Peot

Tags

Communities of Interest

  • Biomedical
  • C4I
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Air Force Research Laboratories
  • Algorithms
  • Artificial Intelligence
  • Basic Programming Language
  • Bayesian Networks
  • Computational Science
  • Computer Science
  • Demographic Cohorts
  • Heuristic Methods
  • Information Systems
  • Language
  • Models
  • Probabilistic Models
  • Probability
  • Probability Distributions
  • Reasoning
  • Test And Evaluation

Readers

  • Artificial Intelligence
  • Atmospheric Science/Meteorology
  • Neural Network Machine Learning.

Technology Areas

  • AI & ML