Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling

ICLR, Volume abs/1811.12386, 2019.

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Abstract:

Many real-world systems studied are governed by complex, nonlinear dynamics. By modeling these dynamics, we can gain insight into how these systems work, make predictions about how they will behave, and develop strategies for controlling them. While there are many methods for modeling nonlinear dynamical systems, existing techniques face ...More

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