A transformer-based reinforcement learning approach for scalable weapon target assignment
The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology
Published online on September 21, 2025
Abstract
The Journal of Defense Modeling and Simulation, Ahead of Print.
We develop a novel reinforcement learning model, the attention-based reinforcement learning framework for assignment (ARFA), designed to optimize the weapon target assignment problem. Our ARFA model outperforms selected exact and heuristic algorithms in ...
We develop a novel reinforcement learning model, the attention-based reinforcement learning framework for assignment (ARFA), designed to optimize the weapon target assignment problem. Our ARFA model outperforms selected exact and heuristic algorithms in ...