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» Learning to Do HTN Planning
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CI
2005
73views more  CI 2005»
13 years 5 months ago
Learning Preconditions for Planning from Plan Traces and HTN Structure
Okhtay Ilghami, Dana S. Nau, Héctor Mu&ntil...
AAAI
2010
13 years 6 months ago
Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects
Planning in dynamic continuous environments requires reasoning about nonlinear continuous effects, which previous Hierarchical Task Network (HTN) planners do not support. In this ...
Matthew Molineaux, Matthew Klenk, David W. Aha
MICAI
2009
Springer
13 years 9 months ago
Planning for Conditional Learning Routes
Abstract. This paper builds on a previous work in which an HTN planner is used to obtain learning routes expressed in the standard language IMS-LD and its main contribution is the ...
Lluvia Morales, Luis A. Castillo, Juan Ferná...
ICRA
2003
IEEE
109views Robotics» more  ICRA 2003»
13 years 10 months ago
Learning to optimize mobile robot navigation based on HTN plans
Thorsten Belker, Martin Hammel, Joachim Hertzberg
AIPS
2009
13 years 6 months ago
A Semantics for HTN Methods
Despite the extensive development of first-principles planning in recent years, planning applications are still primarily developed using knowledge-based planners which can exploi...
Robert P. Goldman