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caelan avatar caelan commented on August 19, 2024

Types are effectively just unary predicates, both in theory as well as in practice within FastDownward. Because of this, I've decided to not support them as a separate feature since they do not add expressiveness.

The set of preconditions does directly determine the number of action instances that are grounded for a finite set of objects. Look to add (static) preconditions involving several action parameters that are dependent on each other. For example, in a robotics application, a pose ?p is typically only well-defined for a single object ?o, which can be indicated by (Pose ?o ?p) and included in action/stream conditions (https://github.com/caelan/pddlstream/blob/main/examples/pybullet/pr2/stream.pddl#L16).

I've been able to plan in domains with actions that have a large number of parameters without a performance hit by following this general strategy (https://github.com/caelan/LTAMP/blob/7e0a28dca1156b1dc6d3b9459fed58607249c3ed/plan_tools/pddl/domain.pddl#L91).

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cpbradley avatar cpbradley commented on August 19, 2024

Ah that makes sense. I should have checked what FastDownward actually uses. Much appreciated!

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