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Multi-step lookahead Bayesian optimization with active learning using reinforcement learning and its application to data-driven batch-to-batch optimization.
Ha-Eun Byun
Boeun Kim
Jay H. Lee
Published in:
Comput. Chem. Eng. (2022)
Keyphrases
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data driven
multi step
active learning
reinforcement learning
optimization problems
batch mode
global optimization
optimization algorithm
single step
learning algorithm
state space
semi supervised
k nearest neighbor