Skip to content

Martin Molina

2 papers in the library · publishing 2020

Papers

Sort Most recent Most cited

An Artificial Consciousness Model and its relations with Philosophy of Mind

arXiv Preprint Archive November 30, 2020 Eduardo C. Garrido-Merchán, Martin Molina, Francisco M. Mendoza

This work seeks to study the beneficial properties that an autonomous agent can obtain by implementing a cognitive architecture similar to the one of conscious beings. Along this document, a conscious model of autonomous agent based in a global workspace architecture is presented. We describe how this agent is viewed from different perspectives of philosophy of mind, being inspired by their...

A Machine Consciousness architecture based on Deep Learning and Gaussian Processes

arXiv Preprint Archive February 2, 2020 Eduardo C. Garrido-Merchán, Martin Molina

Recent developments in machine learning have pushed the tasks that machines can do outside the boundaries of what was thought to be possible years ago. Methodologies such as deep learning or generative models have achieved complex tasks such as generating art pictures or literature automatically. On the other hand, symbolic resources have also been developed further and behave well in problems...