AI Bibliography |
Johnson, B., & Treadway, W. A. (2019). Artificial intelligence—an enabler of naval tactical decision superiority. AI Magazine, 40(1), 63–78. |
Resource type: Journal Article BibTeX citation key: Johnson2019b View all bibliographic details |
Categories: Artificial Intelligence, Cognitive Science, Complexity Science, Computer Science, Decision Theory, Engineering, General, Military Science Subcategories: Augmented cognition, Decision making, Deep learning, Edge AI, Human decisionmaking, Human factors engineering, Internet of things, JADC2, Military research, Mosaic warfare, Psychology of human-AI interaction, Situational cognition, Strategy Creators: Johnson, Treadway Publisher: Collection: AI Magazine |
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Abstract |
Artificial intelligence, as a capability enhancer, offers significant improvements to our tactical warfighting advantage. AI provides methods for fusing and analyzing data to enhance our knowledge of the tactical environment; it provides methods for generating and assessing decision options from multidimensional, complex situations; and it provides predictive analytics to identify and examine the effects of tactical courses of action. Machine learning can improve these processes in an evolutionary manner. Advanced computing techniques can handle highly heterogeneous and vast datasets and can synchronize knowledge across distributed warfare assets. This article presents concepts for applying AI to various aspects of tactical battle management and discusses their potential improvements to future warfare.
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