Model-Based Reinforcement Learning With Kernels for Resource Allocation in RAN Slices.
Juan J. AlcarazFernando LosillaAndrea ZanellaMichele ZorziPublished in: IEEE Trans. Wirel. Commun. (2023)
Keyphrases
- resource allocation
- model based reinforcement learning
- markov decision processes
- resource allocation problems
- reinforcement learning
- optimal resource allocation
- allocation strategies
- resource allocation and scheduling
- dynamic resource allocation
- kernel methods
- game theory
- distributed resource allocation
- linear programming
- markov decision problems
- allocation problems
- sufficient conditions
- scarce resources
- special case