Learning with Delayed Rewards-A Case Study on Inverse Defect Design in 2D Materials.

Banik, Suvo; Loeffler, Troy David; Batra, Rohit; Singh, Harpal; Cherukara, Mathew J; Sankaranarayanan, Subramanian K R S

Banik, Suvo; Loeffler, Troy David; Batra, Rohit; Singh, Harpal; Cherukara, Mathew J; Sankaranarayanan, Subramanian K R S.

Afiliación

Banik S; Center for Nanoscale Materials, Argonne National Laboratory, Lemont, Illinois 60439, United States.
Loeffler TD; Department of Mechanical and Industrial Engineering, University of Illinois, Chicago, Illinois 60607, United States.
Batra R; Center for Nanoscale Materials, Argonne National Laboratory, Lemont, Illinois 60439, United States.
Singh H; Department of Mechanical and Industrial Engineering, University of Illinois, Chicago, Illinois 60607, United States.
Cherukara MJ; Center for Nanoscale Materials, Argonne National Laboratory, Lemont, Illinois 60439, United States.
Sankaranarayanan SKRS; Research and Development, Sentient Science Corporation, West Lafayette, Indiana 47906, United States.

ACS Appl Mater Interfaces ; 13(30): 36455-36464, 2021 Aug 04.

Article en En | MEDLINE | ID: mdl-34288661

Palabras clave

MoS2; Monte Carlo tree search; delayed rewards; reinforcement learning; sulfur vacancies

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Idioma: En Revista: ACS Appl Mater Interfaces Asunto de la revista: BIOTECNOLOGIA / ENGENHARIA BIOMEDICA Año: 2021 Tipo del documento: Article País de afiliación: Estados Unidos

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