DARPA OFFSET: A Vision for Advanced Swarm Systems through Agile Technology Development and Experimentation
Timothy H. Chung, Roshan Daniel
- 发表年份
- 2023
- 引用次数
- 13
- 访问权限
- 开放获取
摘要
As robotics and autonomous technologies continue to see breakthrough innovations, specifically in the areas of large-scale multi-robot teams, their alignment with operationally relevant applications in fielded contexts has been necessary to both obtaining valuable user feedback as well as informing and refining the use cases themselves, i.e., co-evolving the concepts of operations alongside technology maturation. The Defense Advanced Research Projects Agency (DARPA) OFFensive Swarm-Enabled Tactics (OFFSET) program1 was a four-year program which actively embraced this iterative, mission-focused development approach, coupling technology innovation with field experimentation activities to rapidly advance capabilities for large-scale, heterogeneous robotic teams in complex and adversarial urban environments. This vision paper highlights the motivation for the OFFSET program; provides descriptions of the technical objectives and outcomes; and offers insights into the program structure designed to facilitate and inject technology innovations through an ambitious campaign of field tests and learning.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002