SEDRo: A Simulated Environment for Developmental Robotics

September 03, 2020 Β· Declared Dead Β· πŸ› Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics

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Authors Aishwarya Pothula, Md Ashaduzzaman Rubel Mondol, Sanath Narasimhan, Sm Mazharul Islam, Deokgun Park arXiv ID 2009.01810 Category cs.AI: Artificial Intelligence Citations 5 Venue Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics Last Checked 4 months ago
Abstract
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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