Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning.
Wen WuPeng YangWeiting ZhangConghao ZhouXuemin ShenPublished in: IEEE Trans. Ind. Informatics (2021)
Keyphrases
- reinforcement learning
- high accuracy
- computational cost
- bayesian inference
- collaborative learning
- probabilistic inference
- error rate
- management system
- belief nets
- inference process
- reinforcement learning algorithms
- industrial applications
- big data
- learning process
- multi agent
- learning algorithm
- state space
- computational efficiency
- markov decision processes
- classification accuracy
- function approximation
- computer supported collaborative learning
- bayesian networks
- location information
- feature selection
- neural network