Mapping Husserlian phenomenology onto active inference

08/18/2022
by   Mahault Albarracin, et al.
0

Phenomenology is the rigorous descriptive study of conscious experience. Recent attempts to formalize Husserlian phenomenology provide us with a mathematical model of perception as a function of prior knowledge and expectation. In this paper, we re-examine elements of Husserlian phenomenology through the lens of active inference. In doing so, we aim to advance the project of computational phenomenology, as recently outlined by proponents of active inference. We propose that key aspects of Husserl's descriptions of consciousness can be mapped onto aspects of the generative models associated with the active inference approach. We first briefly review active inference. We then discuss Husserl's phenomenology, with a focus on time consciousness. Finally, we present our mapping from Husserlian phenomenology to active inference.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
11/20/2018

Geometry of Friston's active inference

We reconstruct Karl Friston's active inference and give a geometrical in...
research
10/01/2020

Active Inference or Control as Inference? A Unifying View

Active inference (AI) is a persuasive theoretical framework from computa...
research
08/01/2023

Active Inference in String Diagrams: A Categorical Account of Predictive Processing and Free Energy

We present a categorical formulation of the cognitive frameworks of Pred...
research
12/03/2021

Active Inference in Robotics and Artificial Agents: Survey and Challenges

Active inference is a mathematical framework which originated in computa...
research
03/06/2020

Deep Active Inference for Autonomous Robot Navigation

Active inference is a theory that underpins the way biological agent's p...
research
07/26/2023

Toward Design of Synthetic Active Inference Agents by Mere Mortals

The theoretical properties of active inference agents are impressive, bu...
research
06/24/2022

Multi-Modal and Multi-Factor Branching Time Active Inference

Active inference is a state-of-the-art framework for modelling the brain...

Please sign up or login with your details

Forgot password? Click here to reset