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Hongda Qiu

1 accepted papers

2021

Learning Interaction Kernels for Agent Systems on Riemannian Manifolds

ICML 2021spotlight

Interacting agent and particle systems are extensively used to model complex phenomena in science and engineering. We consider the problem of learning interaction kernels in these dynamical systems constrained to evolve on Riemannian manifolds from given trajectory data. The models we consider are b…