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Garrett E. Katz

3 papers in the library · 49 citations · publishing 2017-2020

Papers

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Artificial Conscious Intelligence

Journal of Artificial Intelligence and Consciousness March 1, 2020 James A. Reggia, Garrett E. Katz, Gregory P. Davis

The field of artificial consciousness (AC) has largely developed outside of mainstream artificial intelligence (AI), with separate goals and criteria for success and with only a minimal exchange of ideas. This is unfortunate as the two fields appear to be synergistic. For example, here we consider the question of how concepts developed in AC research might contribute to more effective future AI...

Humanoid Cognitive Robots That Learn by Imitating: Implications for Consciousness Studies

Frontiers in Robotics and AI January 26, 2018 James A. Reggia, Garrett E. Katz, Gregory P. Davis 41 citations

While the concept of a conscious machine is intriguing, producing such a machine remains controversial and challenging. Here, we describe how our work on creating a humanoid cognitive robot that learns to perform tasks via imitation learning relates to this issue. Our discussion is divided into three parts. First, we summarize our previous framework for advancing the understanding of the nature...

DOI: 10.3389/frobt.2018.00001 (opens in new tab) Full text (opens in new tab) Machine consciousness Artificial consciousness Cognitive robots Cognitive phenomenology +1

Exploring the Computational Explanatory Gap

Philosophies January 16, 2017 James A. Reggia, Di-Wei Huang, Garrett E. Katz 8 citations

While substantial progress has been made in the field known as artificial consciousness, at the present time there is no generally accepted phenomenally conscious machine, nor even a clear route to how one might be produced should we decide to try. Here, we take the position that, from our computer science perspective, a major reason for this is a computational explanatory gap: our inability to...