Deep Q-Learning-Based Resource Allocation in NOMA Visible Light Communications.
Ahmed Y. Al HammadiLina BariahSami MuhaidatMahmoud Al-QutayriPaschalis C. SofotasiosMérouane DebbahPublished in: IEEE Open J. Commun. Soc. (2022)
Keyphrases
- resource allocation
- visible light
- face recognition
- infrared images
- reinforcement learning
- infrared
- multi agent
- cooperative
- resource allocation problems
- state space
- learning algorithm
- resource management
- optimal resource allocation
- communication systems
- resource allocation decisions
- allocation problems
- allocate resources
- distributed resource allocation
- combinatorial auctions
- image sensor
- allocation strategies
- real time
- scarce resources
- optimal policy
- resource allocation and scheduling
- resource usage
- dynamic programming
- market equilibrium
- multiresolution