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. Multi-step lookahead Bayesian optimization with active learning using reinforcement learning and its application to data-driven batch-to-batch optimization. Computers & Chemical Engineering, 167:107987, 2022. [doi]

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