Comparison of competing market mechanisms with reinforcement learning in a carpooling scenario

In this paper a multi-agent simulation was implemented to analyze the dynamics of different market mechanisms with a Reinforcement Learning algorithm in the context of a carpooling market. The agents in the simulation, car owners (COs) and non car owners (NCOs), had to sell or buy a car seat for mul...

Full description

Bibliographic Details
Main Authors: Thomas Pitz, Deniz Kayar, Wolf Gardian, Jörn Sickmann, Hasan Alkaş
Format: Article
Language:English
Published: Elsevier 2020-09-01
Series:Transportation Research Interdisciplinary Perspectives
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590198220301019