Intelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning.

Inaam Ilahi Muhammad Usama Muhammad Omer Farooq Muhammad Umar Janjua Junaid Qadir

Published 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