Reinforcement Learning-Based Joint Power and Resource Allocation for URLLC in 5G.
Medhat H. M. ElsayedMelike Erol-KantarciPublished in: GLOBECOM (2019)
Keyphrases
- resource allocation
- reinforcement learning
- power allocation
- resource allocation problems
- optimal resource allocation
- resource management
- function approximation
- allocation problems
- state space
- resource availability
- game theory
- markov decision processes
- resource allocation decisions
- optimal policy
- machine learning
- allocation strategies
- market equilibrium
- combinatorial auctions
- resource requirements
- model free
- reinforcement learning algorithms
- allocate resources
- dynamic resource allocation
- resource allocation and scheduling
- resource usage
- resource consumption
- social welfare
- grid environment
- power consumption
- multi agent