Deep Q-Learning Based Resource Allocation in Interference Systems With Outage Constraint.
Saniul AlamSadia IslamMuhammad R. A. KhandakerRisala T. KhanFaisal TariqApriana TodingPublished in: CoRR (2022)
Keyphrases
- resource allocation
- resource requirements
- resource management
- resource usage
- resource allocation problems
- reinforcement learning
- resource allocation decisions
- scarce resources
- distributed systems
- combinatorial auctions
- resource consumption
- state space
- multi agent
- learning algorithm
- function approximation
- game theory
- model free
- management system
- allocation problems
- optimal resource allocation