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A Planning Compilation to Reason about Goal Achievement at Planning Time

arXiv 2503.09545 ↗First posted 12 Mar 2025cs.AIcited by 0

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Abstract (arXiv)

Identifying the specific actions that achieve goals when solving a planning task might be beneficial for various planning applications. Traditionally, this identification occurs post-search, as some actions may temporarily achieve goals that are later undone and re-achieved by other actions. In this paper, we propose a compilation that extends the original planning task with commit actions that enforce the persistence of specific goals once achieved, allowing planners to identify permanent goal achievement during planning. Experimental results indicate that solving the reformulated tasks does not incur on any additional overhead both when performing optimal and suboptimal planning, while providing useful information for some downstream tasks.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 1 of its 6 references that are in the map. First posted on arXiv 12 Mar 2025.

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References · 1

  1. 2014The LAMA Planner: Guiding Cost-Based Anytime Planning with Landmarkscited by 87

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