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Kai Arulkumaran

2 papers in the library · publishing 2022-2024

Papers

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Design and evaluation of a global workspace agent embodied in a realistic multimodal environment.

Frontiers in Computational Neuroscience 2024 Rousslan Fernand Julien Dossa, Kai Arulkumaran, Arthur Juliani et al.

As the apparent intelligence of artificial neural networks (ANNs) advances, they are increasingly likened to the functional networks and information processing capabilities of the human brain. Such comparisons have typically focused on particular modalities, such as vision or language. The next frontier is to use the latest advances in ANNs to design and investigate scalable models of...

On the link between conscious function and general intelligence in humans and machines

arXiv Preprint Archive March 24, 2022 Arthur Juliani, Kai Arulkumaran, Shuntaro Sasai et al.

In popular media, there is often a connection drawn between the advent of awareness in artificial agents and those same agents simultaneously achieving human or superhuman level intelligence. In this work, we explore the validity and potential application of this seemingly intuitive link between consciousness and intelligence. We do so by examining the cognitive abilities associated with three...