Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach.
Chen ZhangSteven C. H. HoiPublished in: AAAI (2019)
Keyphrases
- change detection
- multi sensor
- partially observable
- multi armed bandit
- reinforcement learning
- remote sensing
- image fusion
- data fusion
- state space
- infrared
- gamma distributions
- decision problems
- markov decision processes
- multi sensor fusion
- dynamical systems
- remote sensing images
- markov decision problems
- infinite horizon
- data streams
- image registration
- belief state
- optimal policy
- reward function
- optimal control
- data sets
- multiscale
- keywords
- planning domains
- multiresolution
- regret bounds
- decision making
- learning algorithm
- online learning