Deep Reinforcement Learning Based Resource Allocation for LoRaWAN.
Aohan LiPublished in: VTC Fall (2022)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- optimal resource allocation
- function approximation
- resource allocation problems
- allocation problems
- state space
- resource requirements
- reinforcement learning algorithms
- game theory
- resource allocation and scheduling
- multi agent
- optimal policy
- learning agents
- learning algorithm
- allocate resources
- resource usage
- social welfare
- markov decision processes
- temporal difference
- model free
- grid environment
- allocation strategies
- power allocation
- dynamic resource allocation
- resource allocation decisions
- distributed resource allocation
- bidding strategies
- utility function
- multi agent systems
- scarce resources
- complex environments
- decision problems