Neuro-Symbolic AI for Military Applications

Artificial intelligence (AI) plays a significant role in enhancing the capabilities of defense systems, revolutionizing strategic decision-making, and shaping the future landscape of military operations. Neuro-Symbolic AI is an emerging approach that leverages and augments the strengths of neural networks and symbolic reasoning. These systems have the potential to be more impactful and flexible than traditional AI systems, making them well-suited for military applications. This article comprehensively explores the diverse dimensions and capabilities of Neuro-Symbolic AI, aiming to shed light on its potential applications in military contexts. We investigate its capacity to improve decision-making, automate complex intelligence analysis, and strengthen autonomous systems. We further explore its potential to solve complex tasks in various domains, in addition to its applications in military contexts. Through this exploration, we address ethical, strategic, and technical considerations crucial to the development and deployment of Neuro-Symbolic AI in military and civilian applications. Contributing to the growing body of research, this study represents a comprehensive exploration of the extensive possibilities offered by Neuro-Symbolic AI.

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Publication Details

Journal
IEEE Transactions on Artificial Intelligence
Published
2024-08-19
DOI
https://doi.org/10.1109/tai.2024.3444746
Citations
12
Primary Topic
Neural Networks and Applications
Type
article
Field-Weighted Citation Impact
4.17

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article

Neuro-Symbolic AI for Military Applications

Danda B. Rawat, Desta Haileselassie Hagos
12 citations
IEEE Transactions on Artificial Intelligence
Neural Networks and Applications
4.17
article

Neuro-Symbolic AI for Military Applications

Danda B. Rawat, Desta Haileselassie Hagos
article en
12 citations

Abstract

Artificial intelligence (AI) plays a significant role in enhancing the capabilities of defense systems, revolutionizing strategic decision-making, and shaping the future landscape of military operations. Neuro-Symbolic AI is an emerging approach that leverages and augments the strengths of neural networks and symbolic reasoning. These systems have the potential to be more impactful and flexible than traditional AI systems, making them well-suited for military applications. This article comprehensively explores the diverse dimensions and capabilities of Neuro-Symbolic AI, aiming to shed light on its potential applications in military contexts. We investigate its capacity to improve decision-making, automate complex intelligence analysis, and strengthen autonomous systems. We further explore its potential to solve complex tasks in various domains, in addition to its applications in military contexts. Through this exploration, we address ethical, strategic, and technical considerations crucial to the development and deployment of Neuro-Symbolic AI in military and civilian applications. Contributing to the growing body of research, this study represents a comprehensive exploration of the extensive possibilities offered by Neuro-Symbolic AI.

IEEE Transactions on Artificial IntelligenceVol. 5(12)
Intel (United States) (US), Howard University (US)
Army Research Laboratory
Openalex Percentile: Top 5%
Neural Networks and Applications
4.17
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Neuro-Symbolic AI for Military Applications — Danda B. Rawat, Desta Haileselassie Hagos · IEEE Transactions on Artificial Intelligence (2024) | TGRS Research Map | TGRS