Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks

no code implementations • 27 Oct 2020 • Xiaowei Jia, Beiyu Lin, Jacob Zwart, Jeffrey Sadler, Alison Appling, Samantha Oliver, Jordan Read

In this paper, we develop a real-time active learning method that uses the spatial and temporal contextual information to select representative query samples in a reinforcement learning framework.

Active Learning Time Series +1