Deep Reinforcement Learning for Computation Offloading and Resource Allocation in Satellite-Terrestrial Integrated Networks.
Haonan WuXiumei YangZhiyong BuPublished in: VTC Spring (2022)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- scarce resources
- allocation problems
- resource allocation and scheduling
- distributed resource allocation
- function approximation
- resource requirements
- allocation strategies
- resource allocation decisions
- state space
- game theory
- dynamic resource allocation
- learning algorithm
- dynamic programming
- optimal policy
- allocate resources
- learning agents
- remote sensing
- job scheduling
- resource consumption
- learning capabilities
- model free