3 problems that plague formal representations of action: The Frame Problem: How to characterize what does not change after an action is performed. The Qualification Problem: How to characterize the necessary and sufficient conditions for actions. The Ramification Problem: When state constraints are combined with the action representation, how to characterize the indirect effects of actions. Solution criteria: parsimony, elaboration tolerance, flexibility,...

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