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NIPS
2008
14 years 11 months ago
Local Gaussian Process Regression for Real Time Online Model Learning
Learning in real-time applications, e.g., online approximation of the inverse dynamics model for model-based robot control, requires fast online regression techniques. Inspired by...
Duy Nguyen-Tuong, Matthias Seeger, Jan Peters
AROBOTS
2011
14 years 4 months ago
Learning GP-BayesFilters via Gaussian process latent variable models
Abstract— GP-BayesFilters are a general framework for integrating Gaussian process prediction and observation models into Bayesian filtering techniques, including particle filt...
Jonathan Ko, Dieter Fox
ICRA
2007
IEEE
102views Robotics» more  ICRA 2007»
15 years 4 months ago
On the Force Capabilities of Centripetal Force-actuated Microrobotic Platforms
—This paper studies the capabilities of a microrobotic platform, driven by vibrating motors, to generate and impart micromanipulation forces of desired type and magnitude. First,...
P. Vartholomeos, Kostas Vlachos, Evangelos Papadop...
JAPLL
2010
104views more  JAPLL 2010»
14 years 8 months ago
Group announcement logic
Two currently active strands of research on logics for multi-agent systems are dynamic epistemic logic, focusing on the epistemic consequences of actions, and logics of coalitiona...
Thomas Ågotnes, Philippe Balbiani, Hans P. v...
SMC
2007
IEEE
127views Control Systems» more  SMC 2007»
15 years 4 months ago
Underwater environment reconstruction using stereo and inertial data
Abstract— The underwater environment presents many challenges for robotic sensing including highly variable lighting, the presence of dynamic objects, and the six degree of freed...
Andrew Hogue, Andrew German, Michael Jenkin