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New paper explores SAT encoding for factored planning tasks

A new research paper explores encoding factored tasks for SAT solving, a method used in classical planning. The study proposes various encoding strategies and analyzes how common task transformations affect the performance of SAT-based planners. It also investigates exploiting parallelism at different levels within this problem domain. AI

RANK_REASON The cluster contains a research paper published on arXiv. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

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COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Jo\~ao Filipe, \'Alvaro Torralba, Gregor Behnke ·

    Transforming and Encoding FTS for SAT Solving: What Helps, What Hurts (Extended Version)

    arXiv:2605.30563v1 Announce Type: new Abstract: Factored tasks are a classical planning representation that extends SAS+ with limited forms of disjunctive preconditions, conditional effects, and angelic nondeterminism. This allows for a more compact representation of tasks than t…