A Cucker-Smale inspired deterministic mean field game with velocity interactions
Filippo Santambrogio (ICJ, MMCS, IUF), Woojoo Shim

TL;DR
This paper develops a mean field game model inspired by Cucker-Smale dynamics to analyze pedestrian movement, proving the existence of equilibrium and exploring its properties and regularity.
Contribution
It introduces a new deterministic mean field game model with velocity interactions, leveraging a variational approach to establish equilibrium existence and analyze its features.
Findings
Existence of equilibrium in the proposed model
Regularity properties of the equilibrium
Insights into velocity-based pedestrian interactions
Abstract
We introduce a mean field game model for pedestrians moving in a given domain and choosing their trajectories so as to minimize a cost including a penalization on the difference between their own velocity and that of the other agents they meet. We prove existence of an equilibrium in a Lagrangian setting by using its variational structure, and then study its properties and regularity.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsEvacuation and Crowd Dynamics · Transportation Planning and Optimization · Traffic control and management
