2 papers
cs.LG2025
Swarm Characteristic Classification using Robust Neural Networks with Optimized Controllable Inputs
Donald W. Peltier, Isaac Kaminer, Abram Clark +1
Having the ability to infer characteristics of autonomous agents would profoundly revolutionize defense, security, and civil applications. Our previous work was the first to demons…
cs.LG2024
Swarm Characteristics Classification Using Neural Networks
Donald W. Peltier, Isaac Kaminer, Abram Clark +1
Understanding the characteristics of swarming autonomous agents is critical for defense and security applications. This article presents a study on using supervised neural network…