Solving planning domains with polytree causal graphs is NP-complete

Computer Science – Artificial Intelligence

Scientific paper

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Scientific paper

We show that solving planning domains on binary variables with polytree
causal graph is \NP-complete. This is in contrast to a polynomial-time
algorithm of Domshlak and Brafman that solves these planning domains for
polytree causal graphs of bounded indegree.

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