mlsanityData to 14 Oct 2026

Defense Against Adversarial Swarms with Parameter Uncertainty

arXiv 2108.04205 ↗First posted 9 Aug 2021math.OCcited by 2

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Abstract (arXiv)

This paper addresses the problem of optimal defense of a High Value Unit against a large-scale swarm attack. We show that the problem can be cast in the framework of uncertain parameter optimal control and derive a consistency result for the dual problem of this framework. We show that the dual can be computed numerically and apply these numerical results to derive optimal defender strategies against a 100 agent swarm attack.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 9 Aug 2021.

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Citing papers per year: 2025: 1; 2026: 1.

2 papers.