AI-Planning / macq

Library for action model acquisition from state trace data.

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Create Observations that handle partially observable noisy states

beckydvn opened this issue · comments

  • Likely inherits from the existing partial observability token, with partial observability made optional. That is, you can choose to create a fully observable noisy state, or opt to hide more fluents on top of the noise.
  • Required for AMDN, (which uses states that are both partial and noisy), but made general for future use.
  • Multiple styles for noise. Either just flipping the values of fluents as usual, or by randomly replacing some fluents with others (AMDN suggests this).