01 - Aircraft Design and Integrated Systems
QUANTIFICATION OF OPERATIONAL EFFECTIVENESS FOR TECHNOLOGY EVALUATION
A. Hull¹, A. Sudol¹, D. Mavris¹; ¹Georgia Institute of Technology, United States
Technology evaluation requires proper quantification of operational effectiveness. The framework presented herein proposes an agent-based decision framework for such tactics exploration using deep reinforcement learning. The novel classification of the agent’s decision behavior algorithm paired with multiple state behavior algorithms enables a broader exploration of the mission action design space