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» Approximate Learning of Dynamic Models
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SIGGRAPH
2010
ACM
15 years 6 months ago
Stable spaces for real-time clothing
We present a technique for learning clothing models that enables the simultaneous animation of thousands of detailed garments in real-time. This surprisingly simple conditional mo...
Edilson de Aguiar, Leonid Sigal, Adrien Treuille, ...
146
Voted
ICML
1991
IEEE
15 years 5 months ago
Learning Qualitative Models of Dynamic Systems
Ivan Bratko, Stephen Muggleton, Alen Varsek
76
Voted
ALT
2008
Springer
15 years 10 months ago
Dynamic Modeling in Inductive Inference
John Case, Timo Kötzing
MMAS
2011
Springer
14 years 8 months ago
Scalable Bayesian Reduced-Order Models for Simulating High-Dimensional Multiscale Dynamical Systems
While existing mathematical descriptions can accurately account for phenomena at microscopic scales (e.g. molecular dynamics), these are often high-dimensional, stochastic and thei...
Phaedon-Stelios Koutsourelakis, Elias Bilionis
IROS
2008
IEEE
191views Robotics» more  IROS 2008»
15 years 8 months ago
Local Gaussian process regression for real-time model-based robot control
— High performance and compliant robot control requires accurate dynamics models which cannot be obtained analytically for sufficiently complex robot systems. In such cases, mac...
Duy Nguyen-Tuong, Jan Peters