A Series of Unlikely Events: Learning Patterns by Observing Sequential Behavior

Abstract

Modeling patterns of behavior is a task that underlies numerous difficult artificialintelligence tasks: How do I detect when adversaries are deviating from normal routines?

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2019
Accession Number
AD1145819

Entities

People

  • Jonathan Hoyle

Organizations

  • Carnegie Mellon University

Tags

Communities of Interest

  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Algorithms
  • Automatic
  • Demonstrations
  • Digestive System Processes
  • Environment
  • Identification
  • Learning
  • Machine Learning
  • Observation
  • Pipelines
  • Reinforcement Learning
  • Scientists
  • Visualizations

Fields of Study

  • Computer science
  • Psychology

Readers

  • Neural Network Machine Learning.