Deep Reinforcement Learning-Based Resource Allocation for Satellite Internet of Things with Diverse QoS Guarantee.
Siqi TangZhisong PanGuyu HuYang WuYunbo LiPublished in: Sensors (2022)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- quality of service
- resource allocation problems
- resource usage
- optimal resource allocation
- packet scheduling
- resource utilization
- allocation strategies
- model free
- multi agent
- web services
- resource requirements
- resource consumption
- allocation problems
- reinforcement learning algorithms
- scarce resources
- temporal difference
- grid environment
- state space
- resource allocation decisions
- learning capabilities
- grid computing
- markov decision processes
- optimal policy
- resource availability
- allocate resources
- dynamic programming
- real time
- distributed resource allocation
- dynamic resource allocation
- decision making
- learning algorithm