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» The Computational Complexity of Probabilistic Planning
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CCGRID
2003
IEEE
14 years 3 months ago
Criticality-based Analysis and Design of Unstructured Peer-to-Peer Networks as "Complex Systems"
— Due to enormous complexity of the unstructured peer-to-peer networks as large-scale, self-configure, and dynamic systems, the models used to characterize these systems are eit...
Farnoush Banaei Kashani, Cyrus Shahabi
CSR
2011
Springer
13 years 1 months ago
Improving the Space-Bounded Version of Muchnik's Conditional Complexity Theorem via "Naive" Derandomization
Abstract. Many theorems about Kolmogorov complexity rely on existence of combinatorial objects with specific properties. Usually the probabilistic method gives such objects with b...
Daniil Musatov
ICRA
2005
IEEE
129views Robotics» more  ICRA 2005»
14 years 4 months ago
Dynamic Programming in Reduced Dimensional Spaces: Dynamic Planning For Robust Biped Locomotion
— We explore the use of computational optimal control techniques for automated construction of policies in complex dynamic environments. Our implementation of dynamic programming...
Mike Stilman, Christopher G. Atkeson, James Kuffne...
IROS
2007
IEEE
131views Robotics» more  IROS 2007»
14 years 4 months ago
A hybrid approach for complete motion planning
Abstract— We present an efficient algorithm for complete motion planning that combines approximate cell decomposition (ACD) with probabilistic roadmaps (PRM). Our approach uses ...
Liangjun Zhang, Young J. Kim, Dinesh Manocha
FLAIRS
2004
13 years 11 months ago
Highway Vehicle Classification by Probabilistic Neural Networks
The Federal Highway Administration (FHWA) Office of Highway Planning requires states to furnish vehicle classification data as part of the Highway Performance Monitoring Systems (...
Valerian Kwigizile, Majura F. Selekwa, Renatus N. ...