Deep Reinforcement Learning-based Charging Algorithm for Target Coverage and Connectivity in WRSNs.
Hung Cuong NguyenManh Cuong DaoThanh Trung NguyenNgoc Khanh DoanThanh Hung NguyenTruong Thao NguyenPhi Le NguyenPublished in: PIMRC (2022)
Keyphrases
- learning algorithm
- computational cost
- dynamic programming
- reinforcement learning
- preprocessing
- matching algorithm
- detection algorithm
- high accuracy
- probabilistic model
- np hard
- cost function
- experimental evaluation
- times faster
- objective function
- segmentation algorithm
- theoretical analysis
- stochastic approximation
- improved algorithm
- monte carlo
- target tracking
- particle swarm optimization
- computational complexity
- optimal solution
- expectation maximization
- input data
- ant colony optimization
- tree structure
- worst case
- wireless sensor networks
- kalman filter
- convergence rate
- data structure
- moving target
- multiple targets
- machine learning