Deep reinforcement learning for the control of microbial co-cultures in bioreactors

• Neythen J. Treloar,

  Roles Conceptualization, Investigation, Writing – original draft, Writing – review & editing

  Affiliation Department of Cell and Developmental Biology, University College London, London, United Kingdom

  http://orcid.org/0000-0002-9180-034X

  ⨯
• Alex J. H. Fedorec,

  Roles Conceptualization, Investigation, Writing – original draft, Writing – review & editing

  Affiliation Department of Cell and Developmental Biology, University College London, London, United Kingdom

  http://orcid.org/0000-0003-0165-1705

  ⨯
• Brian Ingalls ,

  Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: christopher.barnes@ucl.ac.uk (CPB); bingalls@uwaterloo.ca (BI)

  Affiliation Department of Applied Mathematics, University of Waterloo, Waterloo, Canada

  ⨯
• Chris P. Barnes

  Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: christopher.barnes@ucl.ac.uk (CPB); bingalls@uwaterloo.ca (BI)

  Affiliations Department of Cell and Developmental Biology, University College London, London, United Kingdom, UCL Genetics Institute, University College London, London, United Kingdom

  http://orcid.org/0000-0002-9459-1395

  ⨯