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ICRA
2010
IEEE
145views Robotics» more  ICRA 2010»
15 years 1 months ago
Reinforcement learning of motor skills in high dimensions: A path integral approach
— Reinforcement learning (RL) is one of the most general approaches to learning control. Its applicability to complex motor systems, however, has been largely impossible so far d...
Evangelos Theodorou, Jonas Buchli, Stefan Schaal
PR
2010
151views more  PR 2010»
15 years 1 months ago
Coupled region-edge shape priors for simultaneous localization and figure-ground segmentation
We propose a new algorithm for simultaneous localization and figure-ground segmentation where coupled region-edge shape priors are involved with two different but complementary ...
Cheng Chen, Guoliang Fan
RAS
2010
104views more  RAS 2010»
15 years 1 months ago
A hybrid controller based on the egocentric perceptual principle
In this paper we extend the control methodology based on Extended Markov Tracking (EMT) by providing the control algorithm with capabilities to calibrate and even partially recons...
Zinovi Rabinovich, Nicholas R. Jennings
CIKM
2010
Springer
15 years 1 months ago
Online stratified sampling: evaluating classifiers at web-scale
Deploying a classifier to large-scale systems such as the web requires careful feature design and performance evaluation. Evaluation is particularly challenging because these larg...
Paul N. Bennett, Vitor R. Carvalho
ICRA
2009
IEEE
163views Robotics» more  ICRA 2009»
15 years 26 days ago
Object handling tasks based on active tactile and slippage sensations in a multi-fingered humanoid robot arm
This paper presents a new algorithm for object handling tasks based on active tactile and slippage sensations using a humanoid robot multi-fingered arm for an object that exists at...
Hanafiah B. Yussof, Jiro Wada, Masahiro Ohka