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A Dual-Agent Scheduler for Distributed Deep Learning Jobs on Public Cloud via Reinforcement Learning.
Mingzhe Xing
Hangyu Mao
Shenglin Yin
Lichen Pan
Zhengchao Zhang
Zhen Xiao
Jieyi Long
Published in:
KDD (2023)
Keyphrases
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deep learning
multi agent
reinforcement learning
resource manager
mobile agents
machine learning
unsupervised feature learning
unsupervised learning
mental models
multi agent systems
cloud computing
learning agent
scheduling algorithm
high dimensional
reward function
training set
deep architectures