Reinforcement Learning Approach for Resource Allocation in 5G HetNets.
Fivos AllagiotisChristos BourasVasileios KokkinosApostolos GkamasPhilippos PouyioutasPublished in: ICOIN (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- function approximation
- optimal resource allocation
- learning algorithm
- allocation strategies
- resource allocation and scheduling
- scarce resources
- game theory
- optimal policy
- allocate resources
- temporal difference
- reinforcement learning algorithms
- resource availability
- machine learning
- resource allocation decisions
- multi agent
- resource requirements
- state space
- social welfare
- resource consumption
- dynamic programming
- learning process
- model free
- combinatorial auctions
- decision making
- market equilibrium
- distributed resource allocation
- markov decision processes