Coalition Formation in Ridesharing with Walking Options
Abstract
In this work, we introduce a novel coalition formation mechanism for ridesharing services. We extend on the current literature to integrate walking options within the trip, this allows us to effectively account for a user’s value of time when walk- ing, which is not negligible. Additionally, we propose a price allocation method that ensures proportionality for sharing the costs. We formally evaluate the effi- cacy of our pricing method and discuss its desirable properties. Our study is a step towards developing smart mobility systems that recommend optimal ridesharing coalitions to users and suggest cost allocations that are fair and stable.
Cite
Text
Cipolina-Kun et al. "Coalition Formation in Ridesharing with Walking Options." ICLR 2022 Workshops: GMS, 2022.Markdown
[Cipolina-Kun et al. "Coalition Formation in Ridesharing with Walking Options." ICLR 2022 Workshops: GMS, 2022.](https://mlanthology.org/iclrw/2022/cipolinakun2022iclrw-coalition/)BibTeX
@inproceedings{cipolinakun2022iclrw-coalition,
title = {{Coalition Formation in Ridesharing with Walking Options}},
author = {Cipolina-Kun, Lucia and Stein, Sebastian and Yazdanpanah, Vahid and Gerding, Enrico},
booktitle = {ICLR 2022 Workshops: GMS},
year = {2022},
url = {https://mlanthology.org/iclrw/2022/cipolinakun2022iclrw-coalition/}
}