Energy-Efficient Deep Reinforcement Learning Assisted Resource Allocation for 5G-RAN Slicing.
Yaser AzimiSaleh YousefiHashem KalbkhaniThomas KunzPublished in: IEEE Trans. Veh. Technol. (2022)
Keyphrases
- resource allocation
- energy efficient
- reinforcement learning
- wireless sensor networks
- energy consumption
- sensor networks
- optimal resource allocation
- multi hop
- resource management
- energy efficiency
- resource allocation problems
- state space
- combinatorial auctions
- base station
- routing protocol
- allocation strategies
- multi agent
- allocation problems
- resource allocation decisions
- data transmission
- distributed resource allocation
- reinforcement learning algorithms
- multi core architecture
- routing algorithm
- transfer learning
- learning algorithm
- sensor nodes
- cluster head
- learning agents
- markov decision processes
- mobile agents
- management system
- cooperative
- machine learning