Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks.
Xiaowei JiaBeiyu LinJacob ZwartJeffrey SadlerAlison P. ApplingSamantha OliverJordan S. ReadPublished in: SDM (2021)
Keyphrases
- active learning
- real time
- reinforcement learning
- semi supervised
- low cost
- robotic control
- selective sampling
- network analysis
- machine learning
- control system
- exploration exploitation
- graph theoretic
- transfer learning
- learning strategies
- high speed
- social networks
- dynamic programming
- labeled data
- complex networks
- function approximation
- relevance feedback
- decision trees
- neural network