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Computation Cost-Driven Offloading Strategy Based on Reinforcement Learning for Consumer Devices.
Rui Zhang
Hui Xia
Zijun Chen
Zi Kang
Kai Wang
Wei Gao
Published in:
IEEE Trans. Consumer Electron. (2024)
Keyphrases
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reinforcement learning
expected cost
efficient computation
function approximation
optimal strategy
selection strategy
cost sensitive
cost benefit analysis
high cost
markov decision processes
mobile devices
multi agent
total cost
data driven
machine learning
transfer learning
electronic commerce
model free
learning algorithm
reward function
cost reduction
multi agent reinforcement learning
neural network