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WSC
2001
15 years 9 months ago
Study of an ergodicity pitfall in multitrajectory simulation
Multitrajectory Simulation allows random events in a simulation to generate multiple trajectories. Management techniques have been developed to manage the choices of trajectories ...
John B. Gilmer Jr., Frederick J. Sullivan
ICML
2006
IEEE
16 years 8 months ago
Combining discriminative features to infer complex trajectories
We propose a new model for the probabilistic estimation of continuous state variables from a sequence of observations, such as tracking the position of an object in video. This ma...
David A. Ross, Simon Osindero, Richard S. Zemel
184
Voted
ICML
2003
IEEE
16 years 8 months ago
Bayes Meets Bellman: The Gaussian Process Approach to Temporal Difference Learning
We present a novel Bayesian approach to the problem of value function estimation in continuous state spaces. We define a probabilistic generative model for the value function by i...
Yaakov Engel, Shie Mannor, Ron Meir
LOCA
2009
Springer
16 years 2 days ago
Multi Activity Recognition Based on Bodymodel-Derived Primitives
Abstract. We propose a novel model-based approach to activity recognition using high-level primitives that are derived from a human body model estimated from sensor data. Using sho...
Andreas Zinnen, Christian Wojek, Bernt Schiele
ATVA
2008
Springer
159views Hardware» more  ATVA 2008»
15 years 9 months ago
Component-Based Design and Analysis of Embedded Systems with UPPAAL PORT
UPPAAL PORT is a new tool for component-based design and analysis of embedded systems. It operates on the hierarchically structured continuous time component modeling language Save...
John Håkansson, Jan Carlson, Aurelien Monot,...