# Identifying and modelling cognitive biases in mobility choices

arXiv: https://arxiv.org/abs/2402.09921 · HTML: https://mlsanity.com/paper/2402.09921/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 1 of its 11 references that are in the map.
- First posted on arXiv 15 Feb 2024.

## Builds on (most cited first, 1 of 1)

- [Simulating the impact of cognitive biases on the mobility transition](https://mlsanity.com/paper/2302.03554/) (2023)

## Abstract (arXiv)

This report presents results from an M1 internship dedicated to agent-based modelling and simulation of daily mobility choices. This simulation is intended to be realistic enough to serve as a basis for a serious game about the mobility transition. In order to ensure this level of realism, we conducted a survey to measure if real mobility choices are made rationally, or how biased they are. Results analysed here show that various biases could play a role in decisions. We then propose an implementation in a GAMA agent-based simulation.