Benchmark study of reinforcement learning in controlling and optimizing batch processes

Author:

Zhu Wenbo1ORCID,Castillo Ivan2ORCID,Wang Zhenyu2ORCID,Rendall Ricardo3ORCID,Chiang Leo H.24ORCID,Hayot Philippe5,Romagnoli Jose A.1ORCID

Affiliation:

1. Department of Chemical Engineering Louisiana State University Baton Rouge Louisiana USA

2. Chemometrics, AI and Statistics The Dow Chemical Company Lake Jackson Texas USA

3. Chemometrics, AI and Statistics The Dow Chemical Company Terneuzen Netherlands

4. Core R&D, The Dow Chemical Company Lake Jackson Texas USA

5. Alkoxylation Technology Center The Dow Chemical Company Terneuzen Netherlands

Publisher

Wiley

Subject

General Medicine

Reference47 articles.

1. R. S.Sutton PhD thesis 1985.

2. V.Mnih K.Kavukcuoglu D.Silver A.Graves I.Antonoglou D.Wierstra andM.Riedmiller arXiv preprint arXiv:1312.5602 2013.

3. T.Haarnoja A.Zhou P.Abbeel S.Levine arXiv preprint arXiv:1801.01290 2018.

4. T.Brys A.Harutyunyan H. B.Suay S.Chernova M. E.Taylor A.Now'e Twenty‐Fourth Int. Jt. Conf. Artif. Intell. 2015.

5. X.Pan Y.You Z.Wang C.Lu arXiv preprint arXiv:1704.03952 2017.

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