Hayley Borck

Papers

Total Citations

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About

Hayley Borck is a researcher whose work lies at the intersection of artificial intelligence, autonomous systems, and military aviation, with a particular focus on behavior recognition and tactical decision-making. Her most cited paper, "Case-Based Behavior Recognition in Beyond Visual Range Air Combat" (2015, 12 citations), introduces a novel approach for unmanned air vehicles (UAVs) to infer hostile agent behaviors in complex, beyond-visual-range scenarios. This work is foundational for enabling UAVs to operate as intelligent team members in mixed human-robot teams, directly addressing the challenge of planning under uncertainty in high-stakes environments. Borck’s contributions advance the field of case-based reasoning and its application to real-time tactical planning, offering a framework that improves autonomous agents’ ability to adapt and respond to dynamic threats. While her citation count reflects a niche but impactful area of study, her research holds significant relevance for defense and aerospace applications, where robust behavior recognition is critical. Borck’s work exemplifies how AI can enhance situational awareness and decision-making in constrained, adversarial settings, making her a notable voice in the development of autonomous combat systems.