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cagpjax.policies.orthogonalization

Classes:

OrthogonalizationPolicy

Bases: AbstractBatchLinearSolverPolicy

Orthogonalization policy.

This policy orthogonalizes (if necessary) the action operator produced by the base policy.

Parameters:

  • base_policy

    The base policy that produces the action operator to be orthogonalized.

  • method

    The method to use for orthogonalization.

  • n_reortho

    The number of times to re-orthogonalize each column. Reorthogonalizing once is generally sufficient to improve orthogonality for Gram-Schmidt variants (see e.g. 10.1007/s00211-005-0615-4).