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The difficulty of planning is dependent on the simplifying assumptions employed. Several classes of planning problems can be identified depending on the properties the problems have in several dimensions.
* Are the actions [[deterministic]] or
* Are the [[state variable]]s discrete or continuous? If they are discrete, do they have only a finite number of possible values?
* Can the current state be observed unambiguously? There can be full observability and partial observability.
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