Adaptive Compute Offloading Algorithm for Metasystem Based on Deep Reinforcement Learning.
Chunxin WangWensheng WangWenjing LiZhu LiuJinhong ZhuNan ZhangPublished in: Int. J. Pattern Recognit. Artif. Intell. (2022)
Keyphrases
- learning algorithm
- reinforcement learning
- dynamic programming
- high accuracy
- computational cost
- computational complexity
- cost function
- theoretical analysis
- np hard
- search space
- improved algorithm
- significant improvement
- tree structure
- times faster
- experimental evaluation
- simulated annealing
- optimization algorithm
- computationally efficient
- detection algorithm
- neural network
- stochastic approximation
- segmentation algorithm
- probabilistic model
- linear programming
- shortest path
- optimal policy
- k means
- monte carlo
- similarity measure
- recognition algorithm
- clustering algorithm
- computationally intensive
- genetic algorithm