Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach.

Chen Zhang Steven C. H. Hoi

Published 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