Dual-layer Deep Reinforcement Learning for Joint Beam Management and Resource Allocation.
Xinye YangXinxin HeXu ChenYoucheng ZengZhaohui YangTao LuoPublished in: WCNC (2024)
Keyphrases
- resource allocation
- reinforcement learning
- scarce resources
- resource allocation problems
- resource management
- management system
- optimal resource allocation
- game theory
- machine learning
- state space
- learning algorithm
- distributed resource allocation
- allocation problems
- resource requirements
- allocation strategies
- allocate resources
- decision making
- social welfare
- function approximation
- learning agents
- trading agents
- resource usage
- resource availability
- optimal policy
- dynamic resource allocation
- learning process
- multi agent systems
- resource allocation decisions
- market equilibrium