A specialized transformer trained only on action traces can recover an exact propositional STRIPS planning model, provided the number of world atoms is known in advance.
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From Next Token Prediction to (STRIPS) World Models
A specialized transformer trained only on action traces can recover an exact propositional STRIPS planning model, provided the number of world atoms is known in advance.