Transfer Reinforcement Learning Aided Distributed Network Slicing Optimization in Industrial IoT.
Tianle MaiHaipeng YaoNi ZhangWenji HeDong GuoMohsen GuizaniPublished in: IEEE Trans. Ind. Informatics (2022)
Keyphrases
- distributed network
- reinforcement learning
- sensor placement
- transfer learning
- management system
- bandwidth usage
- network latency
- markov decision processes
- optimization method
- optimization problems
- response time
- optimization algorithm
- swarm intelligence
- knowledge transfer
- reinforcement learning algorithms
- temporal difference
- machine learning
- evolutionary algorithm
- dynamic programming
- state space
- cross domain
- optimization process
- function approximation
- global optimization
- learning problems