Stochastic Cumulative DNN Inference With RL-Aided Adaptive IoT Device-Edge Collaboration.
Kaige QuWeihua ZhuangWen WuMushu LiXuemin ShenXu LiWeisen ShiPublished in: IEEE Internet Things J. (2023)
Keyphrases
- reinforcement learning
- direct policy search
- edge information
- boltzmann machines
- information sharing
- bayesian inference
- sum product
- management system
- control policies
- function approximation
- weighted graph
- training process
- learning community
- inference process
- reinforcement learning algorithms
- adaptive control
- belief networks
- markov decision processes
- optimal policy
- edge detection
- state space