Deep Reinforcement Learning-Aided Optimization of Multi-Interface Allocation for Short-Packet Communications.
Hugo De OliveiraMegumi KanekoLila BoukhatemEllen Hidemi FukudaPublished in: IEEE Trans. Cogn. Commun. Netw. (2023)
Keyphrases
- reinforcement learning
- optimization algorithm
- optimization problems
- user friendly
- global optimization
- resource allocation
- optimal resource allocation
- optimal policy
- markov decision processes
- optimization method
- function approximation
- communication systems
- optimization process
- communication protocol
- dynamic allocation