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Kris Kitani

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Research Papers

Forecasting Interactive Dynamics of Pedestrians with Fictitious Play

W. Ma, D. Huang, N. Lee, K. Kitani
We develop predictive models of pedestrian dynamics by encoding the coupled nature of multi-pedestrian interaction using game theory, and deep learning-based visual analysis to estimate person-specific behavior parameters. Building predictive models for multi-pedestrian interactions however, is very challenging due to two reasons [...] [PDF]
Conference on Computer Vision and Pattern Recognition (CVPR), 2017

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