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» Learning Qualitative Models of Dynamic Systems
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ICML
1991
IEEE
13 years 8 months ago
Learning Qualitative Models of Dynamic Systems
Ivan Bratko, Stephen Muggleton, Alen Varsek
ICRA
2008
IEEE
265views Robotics» more  ICRA 2008»
13 years 11 months ago
Trajectory generation for dynamic bipedal walking through qualitative model based manifold learning
— Legged robots represent great promise for transport in unstructured environments. However, it has been difficult to devise motion planning strategies that achieve a combinatio...
Subramanian Ramamoorthy, Benjamin Kuipers
ECAI
1994
Springer
13 years 8 months ago
Exploiting Causal Domain Knowledge for Learning to Control Dynamic Systems
This paper introduces a simple yete ective method for using causal domain knowledge for learning to control dynamic systems. Elementary qualitative causal dependencies of the domai...
Achim G. Hoffmann
CVPR
2005
IEEE
14 years 6 months ago
Modeling and Learning Contact Dynamics in Human Motion
We propose a simple model of human motion as a switching linear dynamical system where the switches correspond to contact forces with the ground. This significantly improves the m...
Alessandro Bissacco
IDA
1999
Springer
13 years 9 months ago
Reasoning about Input-Output Modeling of Dynamical Systems
The goal of input-output modeling is to apply a test input to a system, analyze the results, and learn something useful from the causeeffect pair. Any automated modeling tool that...
Matthew Easley, Elizabeth Bradley