Search Results for author: Amoolya Tirumalai

Found 2 papers, 0 papers with code

Learning Agent Interactions from Density Evolution in 3D Regions With Obstacles

no code implementations18 May 2023 Amoolya Tirumalai, Christos N. Mavridis, John S. Baras

In this work, we study the inverse problem of identifying complex flocking dynamics in a domain cluttered with obstacles.

Learning Swarm Interaction Dynamics from Density Evolution

no code implementations5 Dec 2021 Christos Mavridis, Amoolya Tirumalai, John Baras

We describe the dynamics of the swarm based on pairwise interactions according to a Cucker-Smale flocking model, and express the swarm's density evolution as the solution to a system of mean-field hydrodynamic equations.

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