Recent advances in AI planning
DS Weld - AI magazine, 1999 - ojs.aaai.org
AI magazine, 1999•ojs.aaai.org
The past five years have seen dramatic advances in planning algorithms, with an emphasis
on propositional methods such as GRAPHPLAN and compilers that convert planning
problems into propositional conjunctive normal form formulas for solution using systematic
or stochastic SAT methods. Related work, in the context of spacecraft control, advances our
understanding of interleaved planning and execution. In this survey, I explain the latest
techniques and suggest areas for future research.
on propositional methods such as GRAPHPLAN and compilers that convert planning
problems into propositional conjunctive normal form formulas for solution using systematic
or stochastic SAT methods. Related work, in the context of spacecraft control, advances our
understanding of interleaved planning and execution. In this survey, I explain the latest
techniques and suggest areas for future research.
Abstract
The past five years have seen dramatic advances in planning algorithms, with an emphasis on propositional methods such as GRAPHPLAN and compilers that convert planning problems into propositional conjunctive normal form formulas for solution using systematic or stochastic SAT methods. Related work, in the context of spacecraft control, advances our understanding of interleaved planning and execution. In this survey, I explain the latest techniques and suggest areas for future research.
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