Resource Allocation for a Wireless Coexistence Management System Based on Reinforcement Learning.
Philip SoeffkerDimitri BlockNico WiebuschUwe MeierPublished in: CoRR (2018)
Keyphrases
- resource allocation
- management system
- reinforcement learning
- resource management
- wireless networks
- resource allocation problems
- wireless communication
- optimal resource allocation
- resource requirements
- reinforcement learning algorithms
- function approximation
- multi agent
- optimal policy
- allocation problems
- resource allocation and scheduling
- resource usage
- state space
- model free
- learning process
- reward function
- resource consumption
- allocation strategies
- allocate resources
- temporal difference
- learning capabilities
- trading agents
- markov decision processes
- dynamic resource allocation
- scarce resources
- cooperative
- machine learning