D2D Resource Allocation Based on Reinforcement Learning and QoS.
Fang-Chang KuoHwang-Cheng WangChih-Cheng TsengJung-Shyr WuJia-Hao XuJieh-Ren ChangPublished in: Mob. Networks Appl. (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- quality of service
- optimal resource allocation
- resource allocation problems
- state space
- resource utilization
- packet scheduling
- function approximation
- model free
- machine learning
- optimal policy
- reinforcement learning algorithms
- resource usage
- dynamic programming
- web services
- dynamic resource allocation
- allocation strategies
- resource requirements
- scarce resources
- resource allocation and scheduling
- markov decision processes
- learning algorithm
- service level agreements
- temporal difference
- multi agent
- learning agents
- resource availability
- resource consumption
- distributed resource allocation