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AAAI
2008
13 years 10 months ago
An Efficient Motion Planning Algorithm for Stochastic Dynamic Systems with Constraints on Probability of Failure
When controlling dynamic systems, such as mobile robots in uncertain environments, there is a trade off between risk and reward. For example, a race car can turn a corner faster b...
Masahiro Ono, Brian C. Williams
CDC
2010
IEEE
135views Control Systems» more  CDC 2010»
13 years 2 months ago
L2 gain verification for interconnections of locally stable systems using integral quadratic constraints
The paper establishes conditions which certify a local L2 gain for interconnections of locally stable systems. The approach involves improvements to local L2 gain estimation using ...
Erin Summers, Andrew K. Packard
ICRA
2005
IEEE
129views Robotics» more  ICRA 2005»
14 years 1 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...
CDC
2009
IEEE
117views Control Systems» more  CDC 2009»
14 years 10 days ago
Risk sensitive robust support vector machines
— We propose a new family of classification algorithms in the spirit of support vector machines, that builds in non-conservative protection to noise and controls overfitting. O...
Huan Xu, Constantine Caramanis, Shie Mannor, Sungh...
RTSS
2005
IEEE
14 years 1 months ago
Building Robust Wireless LAN for Industrial Control with DSSS-CDMA Cellphone Network Paradigm
Deploying Wireless LAN for Industrial Control (ICWLAN) has many benefits, such as mobility, low deployment cost and ease of reconfiguration. However, the top concern is robustne...
Qixin Wang, Xue Liu, Weiqun Chen, Wenbo He, Marco ...