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AAAI
2000
15 years 19 days ago
Multivariate Clustering by Dynamics
We present a Bayesian clustering algorithm for multivariate time series. A clustering is regarded as a probabilistic model in which the unknown auto-correlation structure of a tim...
Marco Ramoni, Paola Sebastiani, Paul R. Cohen
AAAI
1997
15 years 18 days ago
Noise, Non-Determinism and Spatial Uncertainty
This paper presents a logical account of sensor data assimilation in a mobile robot, based on abduction. Unlike previous work, the present formulation handles sensor noise as well...
Murray Shanahan
KI
2008
Springer
14 years 11 months ago
Fusing DL Reasoning with HTN Planning
We describe a method for cascading Description Logic (DL) representation and reasoning on the one hand, and HTN action planning on the other. The planning domain description as wel...
Ronny Hartanto, Joachim Hertzberg
IROS
2009
IEEE
201views Robotics» more  IROS 2009»
15 years 6 months ago
Modeling tool-body assimilation using second-order Recurrent Neural Network
— Tool-body assimilation is one of the intelligent human abilities. Through trial and experience, humans are capable of using tools as if they are part of their own bodies. This ...
Shun Nishide, Tatsuhiro Nakagawa, Tetsuya Ogata, J...
ICDCSW
2008
IEEE
15 years 5 months ago
RETROFIT: Reliable Exchanges through Resilient Overlays for Internet Teleoperation
Emergence of successful teleoperation applications requires the convergence of diverse domains like robotics, machine learning, sensing, actuation, control and communication. We e...
Invited Talk Lakshamanan, Raj Rajkumar