no code implementations • 30 May 2024 • Tanapol Kosolwattana, Huazheng Wang, Raed Al Kontar, Ying Lin
Online learning has demonstrated notable potential to dynamically allocate limited resources to monitor a large population of processes, effectively balancing the exploitation of processes yielding high rewards, and the exploration of uncertain processes.
no code implementations • 26 Jul 2023 • Tanapol Kosolwattana, Huazheng Wang, Ying Lin
Adaptive monitoring of a large population of dynamic processes is critical for the timely detection of abnormal events under limited resources in many healthcare and engineering systems.