The robot baby and massive metacognition: Future vision

Preeti Bhargava; Michael T. Cox; Tim Oates; Uran Oh; Matthew Paisner; Don Perlis; Jared Shamwell

doi:10.1109/DevLrn.2012.6400837

The robot baby and massive metacognition: Future vision

Preeti Bhargava, Michael T. Cox, Tim Oates, Uran Oh, Matthew Paisner, Don Perlis, Jared Shamwell

Department of Computer Science & Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

Metacognition is a powerful tool that can play machine learning and commonsense reasoning off one another synergistically. Based on our previous work in metacognition, we present the vision of a long-term project called "Robot in a Room" in this paper. Similar to newborn babies trying to learn about themselves, surroundings and things that they are able to do, this new project involves a mobile robot that does not know about its environment and its own capabilities i.e. it does not start with a robust self-model. However, it has a primary goal: to learn about itself and explore its environment (the room it lives in).

Original language	English
Title of host publication	2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012
DOIs	https://doi.org/10.1109/DevLrn.2012.6400837
State	Published - 2012
Event	2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012 - "San Diego,CA", United States Duration: 7 Nov 2012 → 9 Nov 2012

Publication series

Name	2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012

Conference

Conference	2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012
Country/Territory	United States
City	"San Diego,CA"
Period	7/11/12 → 9/11/12

Keywords

Autonomous learning agent
developmental robotics
metacognition

Access to Document

10.1109/DevLrn.2012.6400837

Cite this

Bhargava, P., Cox, M. T., Oates, T., Oh, U., Paisner, M., Perlis, D., & Shamwell, J. (2012). The robot baby and massive metacognition: Future vision. In 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012 Article 6400837 (2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012). https://doi.org/10.1109/DevLrn.2012.6400837

@inproceedings{1e64089b5e70475bb9ccf5bd1e01c28c,

title = "The robot baby and massive metacognition: Future vision",

abstract = "Metacognition is a powerful tool that can play machine learning and commonsense reasoning off one another synergistically. Based on our previous work in metacognition, we present the vision of a long-term project called {"}Robot in a Room{"} in this paper. Similar to newborn babies trying to learn about themselves, surroundings and things that they are able to do, this new project involves a mobile robot that does not know about its environment and its own capabilities i.e. it does not start with a robust self-model. However, it has a primary goal: to learn about itself and explore its environment (the room it lives in).",

keywords = "Autonomous learning agent, developmental robotics, metacognition",

author = "Preeti Bhargava and Cox, {Michael T.} and Tim Oates and Uran Oh and Matthew Paisner and Don Perlis and Jared Shamwell",

year = "2012",

doi = "10.1109/DevLrn.2012.6400837",

language = "English",

isbn = "9781467349635",

series = "2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012",

booktitle = "2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012",

note = "2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012 ; Conference date: 07-11-2012 Through 09-11-2012",

}

Bhargava, P, Cox, MT, Oates, T, Oh, U, Paisner, M, Perlis, D & Shamwell, J 2012, The robot baby and massive metacognition: Future vision. in 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012., 6400837, 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012, 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012, "San Diego,CA", United States, 7/11/12. https://doi.org/10.1109/DevLrn.2012.6400837

The robot baby and massive metacognition: Future vision. / Bhargava, Preeti; Cox, Michael T.; Oates, Tim et al.
2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012. 2012. 6400837 (2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Paisner, Matthew

AU - Perlis, Don

AU - Shamwell, Jared

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AB - Metacognition is a powerful tool that can play machine learning and commonsense reasoning off one another synergistically. Based on our previous work in metacognition, we present the vision of a long-term project called "Robot in a Room" in this paper. Similar to newborn babies trying to learn about themselves, surroundings and things that they are able to do, this new project involves a mobile robot that does not know about its environment and its own capabilities i.e. it does not start with a robust self-model. However, it has a primary goal: to learn about itself and explore its environment (the room it lives in).

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M3 - Conference contribution

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SN - 9781467349635

T3 - 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL 2012

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Y2 - 7 November 2012 through 9 November 2012

ER -

The robot baby and massive metacognition: Future vision

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Keywords

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