A. K. Seth

Learning action-oriented models through active inference

This paper shows that active inference enables efficient learning of action-oriented models by balancing goal-directed and information-seeking behaviors, avoiding sub-optimal convergence in bacterial chemotaxis.

Multiple Duration Priors Within and Across the Senses

The paper shows humans can acquire and maintain multiple duration priors based on sensory signal type, both within and across senses.