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Stochastic Economic Lot Scheduling via Self-Attention Based Deep Reinforcement Learning.
Wen Song
Nan Mi
Qiqiang Li
Jing Zhuang
Zhiguang Cao
Published in:
IEEE Trans Autom. Sci. Eng. (2024)
Keyphrases
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reinforcement learning
direct policy search
stochastic approximation
scheduling algorithm
scheduling problem
function approximation
learning automata
monte carlo
control problems
real time database systems
visual attention
state space
parallel machines
learning algorithm
autonomous mental development
robotic control
continuous state spaces
flexible manufacturing systems
round robin
stochastic optimization
stochastic model
temporal difference
action selection
resource constraints
markov decision processes
dynamic programming