A New Deep-Q-Learning-Based Transmission Scheduling Mechanism for the Cognitive Internet of Things.
Jiang ZhuYonghui SongDingde JiangHoubing SongPublished in: IEEE Internet Things J. (2018)
Keyphrases
- big data
- information processing
- scheduling problem
- learning algorithm
- data transmission
- function approximation
- scheduling algorithm
- reinforcement learning
- cooperative
- state space
- dynamic programming
- cognitive processes
- decision making
- cognitive science
- resource allocation
- machine learning
- ambient intelligence
- resource constraints
- parallel machines
- physical world
- cognitive model
- resource utilization
- round robin
- short term memory
- preventive maintenance