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» Motion Planning with Uncertainty
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ECML
2005
Springer
14 years 2 months ago
Machine Learning of Plan Robustness Knowledge About Instances
Abstract. Classical planning domain representations assume all the objects from one type are exactly the same. But when solving problems in the real world systems, the execution of...
Sergio Jiménez, Fernando Fernández, ...
IJRR
2011
109views more  IJRR 2011»
13 years 3 months ago
Planning and control for cooperative manipulation and transportation with aerial robots
We consider the problem of controlling multiple robots manipulating and transporting a payload in three dimensions via cables. Individual robot control laws and motion plans enable...
Jonathan Fink, Nathan Michael, Soonkyum Kim, Vijay...
ICPR
2004
IEEE
14 years 9 months ago
Motion Analysis Using Frame Differences with Spatial Gradient Measures
The paper considers making inferences about the underlying true 2-D motion when only evaluations of a local block-based cost function, the mean of absolute or squared differences,...
Pekka Sangi, Janne Heikkilä, Olli Silvé...
GECCO
2003
Springer
114views Optimization» more  GECCO 2003»
14 years 1 months ago
Genetic Algorithm for Supply Planning Optimization under Uncertain Demand
Supply planning optimization is one of the most important issues for manufacturers and distributors. Supply is planned to meet the future demand. Under the uncertainty involved in ...
Masaru Tezuka, Masahiro Hiji
ICTAI
2000
IEEE
14 years 7 days ago
Building efficient partial plans using Markov decision processes
Markov Decision Processes (MDP) have been widely used as a framework for planning under uncertainty. They allow to compute optimal sequences of actions in order to achieve a given...
Pierre Laroche