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» Progressive Optimization in Action
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ECCV
2010
Springer
14 years 11 months ago
Modeling the Temporal Extent of Actions
In this paper, we present a framework for estimating what portions of videos are most discriminative for the task of action recognition. We explore the impact of the temporal cropp...
Scott Satkin, Martial Hebert
AAAI
2008
15 years 4 months ago
Optimal Metric Planning with State Sets in Automata Representation
This paper proposes an optimal approach to infinite-state action planning exploiting automata theory. State sets and actions are characterized by Presburger formulas and represent...
Björn Ulrich Borowsky, Stefan Edelkamp
KR
2010
Springer
15 years 6 months ago
A Characterization of Optimality Criteria for Decision Making under Complete Ignorance
In this paper we present a model for decision making under complete ignorance. By complete ignorance it is meant that all that is known is the set of possible consequences associa...
Ramzi Ben Larbi, Sébastien Konieczny, Pierr...
CVPR
2009
IEEE
16 years 9 months ago
Max-Margin Hidden Conditional Random Fields for Human Action Recognition
We present a new method for classification with structured latent variables. Our model is formulated using the max-margin formalism in the discriminative learning literature. We...
Yang Wang 0003, Greg Mori
IJCNN
2006
IEEE
15 years 8 months ago
Learning a Rendezvous Task with Dynamic Joint Action Perception
Abstract— Groups of reinforcement learning agents interacting in a common environment often fail to learn optimal behaviors. Poor performance is particularly common in environmen...
Nancy Fulda, Dan Ventura