A Bayesian Partially Observable Online Change Detection Approach with Thompson Sampling.
Jie GuoHao YanChen ZhangPublished in: Technometrics (2023)
Keyphrases
- change detection
- partially observable
- remote sensing
- remote sensing images
- decision problems
- dynamical systems
- data streams
- markov decision processes
- reinforcement learning
- state space
- infinite horizon
- partial observability
- image registration
- partially observable environments
- remotely sensed images
- partial observations
- satellite images
- markov decision problems
- reward function
- land cover
- remote sensing imagery
- bayesian networks
- shot change detection
- posterior distribution
- belief state
- data sets
- semi supervised
- image sequences
- man made structures
- learning algorithm