Radio Resource Allocation for 5G Networks Using Deep Reinforcement Learning.
Yirga Yayeh MunayeRong-Terng JuangHsin-Piao LinGetaneh Berie TarekegnDing-Bing LinShiann-Shiun JengPublished in: WOCC (2021)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- function approximation
- resource allocation decisions
- resource allocation and scheduling
- resource requirements
- state space
- learning algorithm
- scarce resources
- resource availability
- allocation strategies
- machine learning
- reinforcement learning algorithms
- flow network
- allocate resources
- allocation problems
- markov decision processes
- learning process
- multi agent
- social welfare
- temporal difference
- model free
- combinatorial auctions
- game theory