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Fast Planning Through Planning Graph Analysis

, and . Proceedings of the 14th International Joint Conference on Artificial Intelligence (IJCAI 95), page 1636--1642. (1995)

Abstract

We introduce a new approach to planning in STRIPS-like domains based on constructing and analyzing a compact structure we call a Planning Graph. We describe a new planner, Graphplan, that uses this paradigm. Graphplan always returns a shortestpossible partial-order plan, or states that no valid plan exists. We provide empirical evidence in favor of this approach, showing that Graphplan outperforms the total-order planner, Prodigy, and the partial-order planner, UCPOP, on a variety of...

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