SEDRo: A Simulated Environment for Developmental Robotics
Even with impressive advances in application-specific models, we still lack knowledge about how to build a model that can learn in a human-like way and do multiple tasks. To learn in a human-like way, we need to provide a diverse experience that is comparable to humans. In this paper, we introduce o...
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Zusammenfassung: | Even with impressive advances in application-specific models, we still lack
knowledge about how to build a model that can learn in a human-like way and do
multiple tasks. To learn in a human-like way, we need to provide a diverse
experience that is comparable to humans. In this paper, we introduce our
ongoing effort to build a simulated environment for developmental robotics
(SEDRo). SEDRo provides diverse human experiences ranging from those of a fetus
to a 12th-month-old. A series of simulated tests based on developmental
psychology will be used to evaluate the progress of a learning model. We
anticipate SEDRo to lower the cost of entry and facilitate research in the
developmental robotics community. |
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DOI: | 10.48550/arxiv.2009.01810 |