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Updated: Sep 9, 2025

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Investigación de la conciencia en las máquinas

Mathis Immertreu1,2, Achim Schilling3,4, Andreas Maier1,2

  • 1CCN Group, Pattern Recognition Lab, Erlangen, Germany.

Frontiers in artificial intelligence
|September 5, 2025
PubMed
Resumen

Los agentes artificiales pueden desarrollar la conciencia central mediante la integración de modelos del yo y del mundo, inspirados en Damasio

Palabras clave:
Conciencia centralConsciencia de la máquinalas sondasAprendizaje por refuerzoModelo propioEntorno virtualmodelo mundial

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Área de la Ciencia:

  • Inteligencia artificial
  • La neurociencia
  • Ciencias cognitivas

Sus antecedentes:

  • La conciencia central, como teorizó Antonio Damasio, surge de la integración de los modelos del yo y del mundo.
  • Estos modelos están informados por las emociones, los sentimientos y las representaciones ambientales.

Objetivo del estudio:

  • Investigar si los agentes artificiales pueden desarrollar modelos preliminares de sí mismos y del mundo.
  • Para explorar el potencial de la conciencia de la máquina a través del aprendizaje por refuerzo.

Principales métodos:

  • Entrenamiento de un agente artificial utilizando el aprendizaje por refuerzo (RL) en un entorno virtual.
  • Utilizando clasificadores de avance para sondear las activaciones de la red neuronal.
  • Evaluar la capacidad del agente para predecir su propia posición espacial.

Principales resultados:

  • El agente artificial demostró la capacidad de formar modelos rudimentarios de sí mismo y del mundo.
  • Estos modelos surgieron como un subproducto de la tarea principal del agente de jugar un videojuego.

Conclusiones:

  • Los agentes artificiales muestran potencial para desarrollar aspectos fundamentales de la conciencia.
  • Esta investigación ofrece ideas sobre el avance de la inteligencia artificial y la conciencia de la máquina.