Intelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning.
Inaam IlahiMuhammad UsamaMuhammad Omer FarooqMuhammad Umar JanjuaJunaid QadirPublished in: CoRR (2020)
Keyphrases
- resource allocation
- agent technology
- reinforcement learning
- resource allocation problems
- multi agent systems
- optimal resource allocation
- resource management
- allocation problems
- resource requirements
- allocation strategies
- software agents
- model free
- function approximation
- markov decision processes
- intelligent systems
- grid environment
- state space
- market equilibrium
- resource allocation and scheduling
- scarce resources
- resource availability
- resource allocation decisions
- resource usage
- intelligent agents
- learning algorithm
- trading agents
- social welfare
- combinatorial auctions
- dynamic resource allocation
- electronic commerce
- multi agent
- machine learning