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Nested-Batch-Mode Learning and Stochastic Optimization with An Application to Sequential MultiStage Testing in Materials Science.
Yingfei Wang
Kristofer G. Reyes
Keith A. Brown
Chad A. Mirkin
Warren B. Powell
Published in:
SIAM J. Sci. Comput. (2015)
Keyphrases
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multistage
stochastic optimization
learning process
materials science
single stage
active learning
batch mode
dynamic programming
supervised learning
incremental learning
data collection
online learning
reinforcement learning
learning tasks
learning algorithm
lot sizing
e learning
artificial intelligence