A task allocation algorithm based on reinforcement learning in spatio-temporal crowdsourcing.
Bingxu ZhaoHongbin DongYingjie WangTingwei PanPublished in: Appl. Intell. (2023)
Keyphrases
- learning algorithm
- spatio temporal
- reinforcement learning
- experimental evaluation
- dynamic programming
- significant improvement
- detection algorithm
- computational complexity
- optimal solution
- times faster
- cost function
- k means
- np hard
- clustering method
- theoretical analysis
- model free
- decision trees
- computational cost
- objective function
- state space
- high accuracy
- hidden markov models
- search space
- search algorithm
- recognition algorithm
- similarity measure