Modeling and Explaining Sequential Behavior

Abstract

Understanding sequential behavior is crucial to many defense-related tasks. Why did a drone make a sudden movement away from its destination? Why did a rover choose a certain path? Does a patrolling soldier's route indicate the presence of danger? Two SEI projects offer novel solutions toward modeling and explaining sequential behavior.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2018
Accession Number
AD1128014

Entities

People

  • Drew Gifford

Organizations

  • Carnegie Mellon University

Tags

Communities of Interest

  • Autonomy
  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Algorithms
  • Automatic Identification Systems
  • Coast Guard
  • Copyrights
  • Department Of Defense
  • Engineering
  • Governments
  • Guarantees
  • Human-Machine Systems
  • Identification
  • Identification Systems
  • Learning
  • Machine Learning
  • Materials
  • New York
  • Predictive Modeling
  • Reinforcement Learning
  • Social Networks
  • Software Development
  • Universities
  • Video Games

Fields of Study

  • Psychology

Readers

  • Operations Research
  • Strategic Security Studies
  • Theoretical Analysis.

Technology Areas

  • Autonomy