Abstract
This work introduces a self-learning emotional framework for artificial agents. The framework encodes recently observed values to generate an internal emotional state that guides the selection of reinforcement-learning actions, enabling agents to adapt their behaviour without manually designed reward functions for every situation.
Type
Publication
Scientific Reports
Alberto Hernández Marcos
Head of GenAI Lab
Former member of the Applied Computational Neuroscience Group and Head of GenAI Lab at BBVA AI Factory.
Eduardo Ros
Full Professor
Full professor in computer architecture, principal investigator at the Computational Neuroscience and Neurorobotics Lab and principal investigator of the VALERIA lab of the University of Granada.