Presentation + Paper
12 June 2023 Tactical behaviors for autonomous maneuver: collaborative research program (TBAM-CRP)
John G. Rogers III
Author Affiliations +
Abstract
The Tactical Behaviors for Autonomous Maneuver Collaborative Research Program (TBAM-CRP) is focused on developing and experimentally evaluating coordinated and individual behaviors for small groups of autonomous agents to learn doctrinal as well as novel tactics for maneuvering in military relevant environments. The TBAMCRP will find novel solutions to these maneuver problems in analogical simulations representing complex realistic terrain. The first two-year sprint topic is “coordinated and adversarial tactical maneuver in complex terrains”, with an operational scenario entitled “Movement to Contact”. In this scenario, contact with adversarial positions is a constant concern – in some situations this contact should be avoided through use of terrain features and cover; in other missions the adversary positions should be met with a posture of tactical overmatch through coordinated maneuver - the synchronized actions of a distributed system.
Conference Presentation
© (2023) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
John G. Rogers III "Tactical behaviors for autonomous maneuver: collaborative research program (TBAM-CRP)", Proc. SPIE 12544, Open Architecture/Open Business Model Net-Centric Systems and Defense Transformation 2023, 125440D (12 June 2023); https://doi.org/10.1117/12.2663932
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KEYWORDS
Machine learning

Reconnaissance

Adversarial training

Algorithm development

Army

Simulations

Distributed computing

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