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UAI
2008
13 years 10 months ago
Improving the Accuracy and Efficiency of MAP Inference for Markov Logic
In this work we present Cutting Plane Inference (CPI), a Maximum A Posteriori (MAP) inference method for Statistical Relational Learning. Framed in terms of Markov Logic and inspi...
Sebastian Riedel
SGAI
2007
Springer
14 years 3 months ago
Supporting Temporal Information in Medical Care Planning
The problems associated with planning and managing patient treatment through complex care settings are significant. It has long been realised that support tools are invaluable in ...
Kirsty Bradbrook, Graham Winstanley
AAAI
2004
13 years 10 months ago
Forward-Chaining Planning in Nondeterministic Domains
In this paper, we present a general technique for taking forward-chaining planners for deterministic domains (e.g., HSP, TLPlan, TALplanner, and SHOP2) and adapting them to work i...
Ugur Kuter, Dana S. Nau
ICRA
2010
IEEE
173views Robotics» more  ICRA 2010»
13 years 7 months ago
A skill-based motion planning framework for humanoids
— This paper presents a multi-skill motion planner which is able to sequentially synchronize parameterized motion skills in order to achieve humanoid motions exhibiting complex w...
Marcelo Kallmann, Yazhou Huang, Robert Backman
ICRA
2007
IEEE
132views Robotics» more  ICRA 2007»
14 years 3 months ago
Smooth Feedback for Car-Like Vehicles in Polygonal Environments
— We introduce a method for constructing provably safe smooth feedback laws for car-like robots in obstaclecluttered polygonal environments. The robot is taken to be a point with...
Stephen R. Lindemann, Steven M. LaValle