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Green Resource Allocation Based on Deep Reinforcement Learning in Content-Centric IoT.
Xiaoming He
Kun Wang
Huawei Huang
Toshiaki Miyazaki
Yixuan Wang
Song Guo
Published in:
IEEE Trans. Emerg. Top. Comput. (2020)
Keyphrases
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resource allocation
reinforcement learning
resource management
optimal resource allocation
management system
resource allocation problems
resource requirements
game theory
function approximation
allocation problems
social welfare
market equilibrium
machine learning
resource allocation decisions
resource availability
reinforcement learning algorithms
state space
resource consumption
resource usage
allocation strategies
combinatorial auctions
bidding strategies
grid computing
allocate resources
dynamic resource allocation
scarce resources
learning process
learning algorithm