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Caching popularity-unknown contents for massive communication channels via deep Q-learning.
Qingshan Chen
Fasheng Zhou
Dong Tang
Gaofei Huang
Shiwei Lai
Published in:
Phys. Commun. (2023)
Keyphrases
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communication channels
reinforcement learning
cooperative
multi agent
learning algorithm
function approximation
database
stochastic approximation
data sets
web content
data analysis
optimal policy
multimedia
action selection
reinforcement learning algorithms
deep learning
temporal difference learning
consistency maintenance
cache replacement
semantic caching
hit ratio
multi agent reinforcement learning
potential field
machine learning
e learning
learning rate
metadata
state space