Efficient task assignment for spatial crowdsourcing: A combinatorial fractional optimization approach with semi-bandit learning.
Umair ul HassanEdward CurryPublished in: Expert Syst. Appl. (2016)
Keyphrases
- reinforcement learning
- learning systems
- learning algorithm
- learning process
- knowledge acquisition
- background knowledge
- markov chain
- prior knowledge
- decision trees
- upper bound
- supervised learning
- optimization problems
- online learning
- neural network
- spatio temporal
- spatial data
- optimization method
- learning analytics
- learning community
- kernel machines
- stochastic gradient descent
- bandit problems