Learning, Action, and Consciousness: a Hybrid Approach toward Modeling Consciousness Learning, Action, and Consciousness: a Hybrid Approach toward Modeling Consciousness

This paper is an attempt at understanding the issue of consciousness through investigating its functional role, especially in learning, and through devising hybrid neural network models that (in a qualitative manner) approximate characteristics of human consciousness. In so doing, the paper examines explicit and implicit learning in a variety of psychological experiments and delineates the conscious/unconscious distinction in terms of the two types of learning and their respective products. The distinctions are captured in a two-level action-based model Clarion. Some fundamental theoretical issues are also clariied with the help of the model. Comparisons with existing models of consciousness are made to accentuate the present approach.