Resource Allocation for a Wireless Coexistence Management System based on Reinforcement Learning.
Philip SöffkerDimitri BlockNico WiebuschUwe MeierPublished in: ETFA (2018)
Keyphrases
- resource allocation
- management system
- reinforcement learning
- resource management
- wireless networks
- function approximation
- optimal resource allocation
- wireless communication
- resource allocation problems
- allocation strategies
- reinforcement learning algorithms
- markov decision processes
- multi agent
- resource allocation decisions
- optimal policy
- allocation problems
- state space
- dynamic resource allocation
- model free
- grid environment
- scarce resources
- resource requirements
- machine learning
- supply chain
- market equilibrium
- distributed resource allocation
- resource allocation and scheduling
- power allocation
- resource availability
- temporal difference
- combinatorial auctions