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Dealing with numeric and metric time constraints in PDDL3 via compilation to numeric planning
This paper studies an approach to planning with PDDL3 constraints involving mixed
propositional and numeric conditions, as well as metric time constraints. We show how the …
propositional and numeric conditions, as well as metric time constraints. We show how the …
[PDF][PDF] On the Compilability of Bounded Numeric Planning.
Bounded numeric planning, where each numeric variable domain is bounded, is PSPACE-
complete, but such a complexity result does not capture how hard it really is, since the same …
complete, but such a complexity result does not capture how hard it really is, since the same …
The lm-cut heuristic family for optimal numeric planning with simple conditions
The LM-cut heuristic, both alone and as part of the operator counting framework, represents
one of the most successful heuristics for classical planning. In this paper, we generalize LM …
one of the most successful heuristics for classical planning. In this paper, we generalize LM …
Novelty heuristics, multi-queue search, and portfolios for numeric planning
Heuristic search is a powerful approach for solving planning problems and numeric
planning is no exception. In this paper, we boost the performance of heuristic search for …
planning is no exception. In this paper, we boost the performance of heuristic search for …
Lm-cut heuristics for optimal linear numeric planning
While numeric variables play an important, sometimes central, role in many planning
problems arising from real world scenarios, most of the currently available heuristic search …
problems arising from real world scenarios, most of the currently available heuristic search …
An analysis of the decidability and complexity of numeric additive planning
In this paper, we first define numeric additive planning (NAP), a planning formulation
equivalent to Hoffmann's Restricted Tasks over Integers. Then, we analyze the minimal …
equivalent to Hoffmann's Restricted Tasks over Integers. Then, we analyze the minimal …
Structurally restricted fragments of numeric planning–a complexity analysis
Numeric planning is known to be undecidable even under severe restrictions. Prior work has
investigated the decidability boundaries by restricting the expressiveness of the planning …
investigated the decidability boundaries by restricting the expressiveness of the planning …
Planning over integers: Compilations and undecidability
Restricted Tasks (RT) are a special case of numeric planning characterized by numeric
conditions that involve one numeric variable per formula and numeric effects that allow only …
conditions that involve one numeric variable per formula and numeric effects that allow only …
[PDF][PDF] AI Planning for Hybrid Systems.
E Scala - IJCAI, 2023 - ijcai.org
When planning the tasks of some physical entities that need to perform actions in the world
(eg, a Robot) it is necessary to take into account quite complex models for ensuring that the …
(eg, a Robot) it is necessary to take into account quite complex models for ensuring that the …
New Complexity Results for Structurally Restricted Numeric Planning
Numeric planning is known to be undecidable even under severe restrictions. Prior work
investigated the decidability boundaries by restricting the expressiveness of the planning …
investigated the decidability boundaries by restricting the expressiveness of the planning …