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Interactively learning behavior trees from imperfect human demonstrations

Introduction: In Interactive Task Learning (ITL), an agent learns a new task through natural interaction with a human instructor. Behavior Trees (BTs) offer a reactive, modular, and interpretable way of encoding task descriptions but have not yet been applied a lot in robotic ITL settings. Most exis...

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Detalles Bibliográficos
Autores principales: Scherf, Lisa, Schmidt, Aljoscha, Pal, Suman, Koert, Dorothea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10368948/
https://www.ncbi.nlm.nih.gov/pubmed/37501742
http://dx.doi.org/10.3389/frobt.2023.1152595