Intelligent Resource Allocation for Grant-Free Access: A Reinforcement Learning Approach.
Mariam ElsayemHatem Abou-ZeidAli AfanaSidney GivigiPublished in: IEEE Netw. Lett. (2023)
Keyphrases
- optimal policy
- resource allocation
- reinforcement learning
- resource allocation problems
- resource requirements
- resource management
- function approximation
- access control
- game theory
- optimal resource allocation
- allocation problems
- allocate resources
- social welfare
- resource allocation and scheduling
- resource allocation decisions
- resource availability
- learning algorithm
- learning capabilities
- resource usage
- resource consumption
- allocation strategies
- grid environment
- reinforcement learning algorithms
- distributed resource allocation
- trading agents
- scarce resources
- temporal difference
- combinatorial auctions
- decision making