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Deep Reinforcement Learning-based Radio Resource Allocation and Beam Management under Location Uncertainty in 5G mmWave Networks.
Yujie Yao
Hao Zhou
Melike Erol-Kantarci
Published in:
CoRR (2022)
Keyphrases
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resource allocation
reinforcement learning
scarce resources
resource management
resource allocation problems
distributed resource allocation
allocation problems
optimal resource allocation
game theory
resource requirements
learning agents
resource allocation and scheduling
management system
markov decision processes
data management
machine learning
allocate resources
decision making
allocation strategies
resource availability
resource allocation decisions
access points
flow network
resource consumption
reinforcement learning algorithms
model free
decision theory
learning process
cooperative
learning algorithm