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Document type:
Masterarbeit 
Author(s):
Qi, Y. 
Title:
A Reinforcement Learning Approach to Bio-Pharmaceutical Production Operations 
Abstract:
As they industry has grown, the biopharmaceutical industry has also begun to focus on cost efficient in the production. Chromatography purification in the downstream process, as the protein A resin exchange being the costliest step, has drawn attention from researchers to evaluate the possibility to re-use it. The production of a biopharmaceutical product is complicated due to the uncertainty involved in many steps. This thesis aims at providing an Infinite horizon Markov Decision Process simula...    »
 
Advisor:
Schömig, M. 
Referee:
Grunow, M. 
Year:
2021 
University:
Technical University of Munich 
Faculty:
TUM School of Management 
TUM Institution:
Chair of Production and Supply Chain Management