Melissa Jablonski

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About

Dr. Melissa Jablonski is a pioneering researcher in the field of autonomous systems, specializing in the testing and evaluation of unmanned aerial vehicle (UAV) swarms. Her work centers on developing novel computational frameworks to assess swarm-level performance, bridging the gap between social network theory and robotics. In her seminal 2021 paper, "Swarm Measures of Performance: Social Network Parameters," Dr. Jablonski introduced a groundbreaking approach that applies social network analysis to quantify the effectiveness and coordination of robot swarms. This work, which has garnered 3 citations, established critical metrics—Measures of Performance (MoP) and Measures of Effectiveness (MoE)—that enable rigorous, computer-based evaluation of swarm behaviors without costly field trials. Her contributions are foundational for advancing autonomous swarm intelligence, offering engineers and researchers practical tools to design more resilient and efficient multi-agent systems. Dr. Jablonski’s research is particularly impactful for defense, disaster response, and environmental monitoring applications, where reliable swarm coordination is paramount. Her innovative synthesis of network science and robotics continues to shape how autonomous collectives are tested and deployed.