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IROS
2008
IEEE
144views Robotics» more  IROS 2008»
15 years 11 months ago
Learning nonparametric policies by imitation
— A long cherished goal in artificial intelligence has been the ability to endow a robot with the capacity to learn and generalize skills from watching a human teacher. Such an ...
David B. Grimes, Rajesh P. N. Rao
ECML
2007
Springer
15 years 10 months ago
Decision Tree Instability and Active Learning
Decision tree learning algorithms produce accurate models that can be interpreted by domain experts. However, these algorithms are known to be unstable – they can produce drastic...
Kenneth Dwyer, Robert Holte
ICRA
2005
IEEE
113views Robotics» more  ICRA 2005»
15 years 10 months ago
Symmetric Walking Control: Invariance and Global Stability
— This paper first presents a novel control strategy for periodic motion control based on a Hamiltonian system. According to the strategy, hybrid symmetric orbits (ideal walking...
Sang-Ho Hyon, Takashi Emura
KI
2005
Springer
15 years 10 months ago
A Probabilistic Multimodal Sensor Aggregation Scheme Applied for a Mobile Robot
Dealing with methods of human-robot interaction and using a real mobile robot, stable methods for people detection and tracking are fundamental features of such a system and requir...
Erik Schaffernicht, Christian Martin, Andrea Schei...
CVPR
2010
IEEE
15 years 9 months ago
Person Re-Identification by Symmetry-Driven Accumulation of Local Features
In this paper, we present an appearance-based method for person re-identification. It consists in the extraction of features that model three complementary aspects of the human ap...
Michela Farenzena, Loris Bazzani, Alessandro Perin...