Optimizing Flight Paths through Anti-aircraft Gun Fire with Machine Learning

Abstract

Outline: Challenge; Anti-aircraft gun simulation; Machine learning and reinforcement learning; Q-learning; State and action layout; Rewards; Results; Summary.

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Document Details

Document Type
Technical Report
Publication Date
Oct 24, 2019
Accession Number
AD1183965

Entities

People

  • Esben Lund

Organizations

  • Norwegian Defence Research Establishment

Tags

Communities of Interest

  • Air Platforms
  • Autonomy

DTIC Thesaurus Topics

  • Aircraft Guns
  • Aircrafts
  • Anti-Aircraft Guns
  • Artificial Intelligence
  • Artificial Intelligence Software
  • Deep Learning
  • Environment
  • Fire Control Radar
  • Firing Rate
  • Flight
  • Flight Paths
  • Fungi
  • Guns
  • Image Classification
  • Kalman Filters
  • Learning
  • Machine Learning
  • Neural Networks
  • Reinforcement Learning
  • Simulations

Fields of Study

  • Computer science

Readers

  • Neural Network Machine Learning.
  • Sensor Fusion and Tracking Systems.
  • Software Engineering

Technology Areas

  • AI & ML
  • Space