Emotional Concept Development
Paper i proceeding, 2015

Artificial emotions of different varieties have been used for controlling behavior, e.g. in cognitive architectures and reinforcement learning models. We propose to use artificial emotions for a different purpose: controlling concept development. Dynamic networks with mechanisms for adding and removing nodes are more flexible than networks with a fixed topology, but if memories are added whenever a new situation arises, then these networks will soon grow out of proportion. Therefore there is a need for striking a balance that ideally ensures that only the most useful memories will be formed and preserved in the long run. Humans have a tendency to form and preserve memories of situations that are repeated frequently or experienced as emotionally intense (strongly positive or strongly negative), while removing memories that do not meet these criteria. In this paper we present a simple network model with artificial emotions that imitates these mechanisms.

Autonomous agent

Emotion

Concept development

Författare

Claes Strannegård

Chalmers, Tillämpad informationsteknologi, Kognition och kommunikation

Göteborgs universitet

Simone Cirillo

Chalmers, Tillämpad informationsteknologi

Johan Wessberg

Göteborgs universitet

Lecture Notes in Computer Science

0302-9743 (ISSN)

Vol. 9205 362-372

Ämneskategorier

Filosofi

DOI

10.1007/978-3-319-21365-1_37

ISBN

978-3-319-21365-1