Deep Blue Cannot Play Checkers: The Need for Generalized Intelligence for Mobile Robots

Autor: Troy D. Kelley, Lyle N. Long

Publikováno v: Journal of Robotics, Vol 2010 (2010)

Generalized intelligence is much more difficult than originally anticipated when Artificial Intelligence (AI) was first introduced in the early 1960s. Deep Blue, the chess playing supercomputer, was developed to defeat the top rated human chess playe

Externí odkaz: https://doaj.org/article/4039a0cc991944d99b0cd340d0865f72

Standard model of mind: Episodic Memory

Autor: Robert Thomson, Johnathan R. Milton, Troy D. Kelley

Publikováno v: BICA

Episodic memory is a critical component of any computational representation of cognition. While declarative and procedural memory have been extensively studied by the cognitive modeling community, episodic memory has only recently been considered as

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::22f0b9d99de7fc04c022f11f88d45a8b
https://doi.org/10.1016/j.procs.2018.11.048

The Crucial Need to Modernize Engineering Education

Autor: Michael J. Hohnka, Troy D. Kelley, Lyle N. Long, Stephen Blanchette

Publikováno v: 2019 IEEE Aerospace Conference.

This paper discusses the crucial need to modernize engineering education, and especially curricula. Engineering curricula have hardly changed over the last 30 years, while the world has been changing at an exponential rate. Students are being taught

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::844bf9d6358d954ea29a4260f2bc6441
https://doi.org/10.1109/aero.2019.8741981

From Cognitive Modeling to Robotics: How Research on Human Cognition and Computational Cognitive Architectures can be Applied to Robotics Problems

Autor: Christian Lebiere, Troy D. Kelley

Publikováno v: Advances in Intelligent Systems and Computing ISBN: 9783319942223

Cognitive psychology and Artificial Intelligence (AI) have long been intertwined in the study of problem solving, learning, and perception. The early pioneers of AI, Herbert Simon and Allen Newell, drew as inspiration chess masters and from their stu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8cef4acb290b0b2864d4781e037fcc00
https://doi.org/10.1007/978-3-319-94223-0_26

Interpretability of deep learning models: A survey of results

Autor: Ramya Raghavendra, Murat Sensoy, Federico Cerutti, Supriyo Chakraborty, Prudhvi Gurram, Dave Braines, Alun Preece, Raghuveer M. Rao, Richard Tomsett, Daniel Harborne, Troy D. Kelley, Mani Srivastava, Christopher J. Willis, Moustafa Alzantot, Simon Julier

Publikováno v: SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
IEEE Smart World Congress 2017 Workshop: DAIS 2017-Workshop on Distributed Analytics InfraStructure and Algorithms for Multi-Organization Federations

Deep neural networks have achieved near-human accuracy levels in various types of classification and prediction tasks including images, text, speech, and video data. However, the networks continue to be treated mostly as black-box function approximat

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a46d831e5348a0c9487ffa26b80619e7
https://doi.org/10.1109/uic-atc.2017.8397411