Under the model, it has probability An equivalent definition of an R-HMM is given by organizing the parameters in matrix form.
an R-HMM has parameters x is a row vector, T b|a ∈ R m×m is a matrix, and f a ∈ R m is a row vector, defined for all a, b ∈ [l] and x ∈ [n].