Towards a Quantum-Like Cognitive Architecture for Decision-Making

05/11/2019
by   Catarina Moreira, et al.
0

We propose an alternative and unifying framework for decision-making that, by using quantum mechanics, provides more generalised cognitive and decision models with the ability to represent more information than classical models. This framework can accommodate and predict several cognitive biases reported in Lieder & Griffiths without heavy reliance on heuristics nor on assumptions of the computational resources of the mind.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/14/2018

Reconciling Irrational Human Behavior with AI based Decision Making: A Quantum Probabilistic Approach

There are many examples of human decision making which cannot be modeled...
research
05/30/2020

QuLBIT: Quantum-Like Bayesian Inference Technologies for Cognition and Decision

This paper provides the foundations of a unified cognitive decision-maki...
research
11/29/2018

Unifying Decision-Making: a Review on Evolutionary Theories on Rationality and Cognitive Biases

In this paper, we make a review on the concepts of rationality across se...
research
09/01/2021

Cognitive science as a source of forward and inverse models of human decisions for robotics and control

Those designing autonomous systems that interact with humans will invari...
research
02/06/2023

Quantum Circuit Components for Cognitive Decision-Making

Since the 1990's, many observed cognitive behaviors have been shown to v...
research
05/20/2014

Towards A Theory-Of-Mind-Inspired Generic Decision-Making Framework

Simulation is widely used to make model-based predictions, but few appro...
research
01/13/2020

Unifying and generalizing models of neural dynamics during decision-making

An open question in systems and computational neuroscience is how neural...

Please sign up or login with your details

Forgot password? Click here to reset