Fiber-optics IoT healthcare system based on deep reinforcement learning combinatorial constraint scheduling for hybrid telemedicine applications.
Abdullah LakhanJan NedomaMazin Abed MohammedMuhammet DeveciMarcel FajkusHaydar Abdulameer MarhoonSajida MemonRadek MartinekPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- reinforcement learning
- resource constraints
- scheduling problem
- management system
- cloud computing
- machine vision
- round robin
- function approximation
- resource allocation
- big data
- developing countries
- scheduling algorithm
- temporal difference
- soft constraints
- linear constraints
- information systems
- clinical trials
- power distribution
- fiber optic
- optimal control
- markov decision processes
- health care
- optimal policy
- information technology
- machine learning
- state space
- multi agent
- laser beam
- optical fiber
- healthcare systems