Support-Safe Variational Hybrid Filtering for Contact-Mode and Sparse-Law Recovery

In three linesVHYDRO is a variational hybrid filter for contact-rich robot dynamics. It prevents branch loss by mixing the learned proposal with a feasible transition law before sampling. The model jointly infers continuous latent state and discrete contact mode, recovering sparse port-Hamiltonian laws per regime.

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