Deep Reinforcement Learning Based Cooperative Task Offloading and Resource Allocation in mmWave-Enabled Space-Air-Ground Integrated Networks.
Jiaxuan LiaoXin ChenLibo JiaoWang LiBaichang WangPublished in: CSCWD (2024)
Keyphrases
- resource allocation
- cooperative
- reinforcement learning
- game theory
- resource allocation problems
- resource management
- optimal resource allocation
- resource requirements
- multi agent
- function approximation
- allocation problems
- allocation strategies
- distributed resource allocation
- resource consumption
- multi agent systems
- resource allocation decisions
- search space
- resource usage
- markov decision processes
- allocate resources
- learning algorithm
- dynamic resource allocation
- market equilibrium
- resource allocation and scheduling
- decentralized decision making
- power allocation
- social welfare
- grid environment
- learning capabilities
- wireless networks
- state space