Learning the Minimal Representation of a Continuous State-Space Markov Decision Process from Transition Data

• Amine Bennouna

  Amine Bennouna

  [email protected]

  https://orcid.org/0000-0002-9123-8588

  Operations Research Center, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139

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  ,
• Dessislava Pachamanova

  Dessislava Pachamanova

  [email protected]

  https://orcid.org/0000-0002-1373-1553

  Mathematics, Analytics, Science and Technology Division, Babson College, Wellesley, Massachusetts 02457

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  ,
• Georgia Perakis

  Corresponding Author

  Georgia Perakis

  [email protected]

  https://orcid.org/0000-0002-0888-9030

  Sloan School of Management, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139

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• Omar Skali Lami

  Omar Skali Lami

  [email protected]

  Operations Research Center, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139

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