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» Goal Ordering in Partially Ordered Plans
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ECP
1997
Springer
68views Robotics» more  ECP 1997»
13 years 11 months ago
Ignoring Irrelevant Facts and Operators in Plan Generation
It is traditional wisdom that one should start from the goals when generating a plan in order to focus the plan generation process on potentially relevant actions. The graphplan sy...
Bernhard Nebel, Yannis Dimopoulos, Jana Koehler
PUK
2000
13 years 8 months ago
Scheduling in a Planning Environment
In a real planning problem, there exists a set of constraints (both temporal constraints and resource usage constraints) which must be satisfied in order to obtain a feasible plan....
Antonio Garrido Tejero, Miguel A. Salido, Federico...
AAAI
2008
13 years 9 months ago
HTN-MAKER: Learning HTNs with Minimal Additional Knowledge Engineering Required
We describe HTN-MAKER, an algorithm for learning hierarchical planning knowledge in the form of decomposition methods for Hierarchical Task Networks (HTNs). HTNMAKER takes as inpu...
Chad Hogg, Héctor Muñoz-Avila, Ugur ...
AIPS
2007
13 years 9 months ago
Act Local, Think Global: Width Notions for Tractable Planning
Many of the benchmark domains in AI planning are tractable on an individual basis. In this paper, we seek a theoretical, domain-independent explanation for their tractability. We ...
Hubie Chen, Omer Giménez
FLAIRS
2009
13 years 5 months ago
Dynamic Programming Approximations for Partially Observable Stochastic Games
Partially observable stochastic games (POSGs) provide a rich mathematical framework for planning under uncertainty by a group of agents. However, this modeling advantage comes wit...
Akshat Kumar, Shlomo Zilberstein