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KnobTree: Intelligent Database Parameter Configuration via Explainable Reinforcement Learning.
Jiahan Chen
Shuhan Qi
Yifan Li
Zeyu Dong
Mingfeng Ding
Yulin Wu
Xuan Wang
Published in:
CoRR (2024)
Keyphrases
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intelligent database
reinforcement learning
function approximation
parameter values
optimal policy
multi agent
state space
model free
optimal configuration
learning algorithm
learning process
markov decision processes
machine learning
optimal control
input parameters
action space
function approximators