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» Modeling with a Sense of Purpose
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ICPR
2002
IEEE
16 years 8 months ago
Scene Classification from Dense Disparity Maps in Indoor Environments
We present our approach for scene classification in dense disparity maps from a binocular stereo system. The classification result is used for tracking and navigation purposes. Th...
Darius Burschka, Gregory D. Hager
ICPR
2002
IEEE
16 years 8 months ago
Supervised Training Based Hand Gesture Recognition System
We have developed a hand gesture recognition system, based on the shape analysis of static gestures, for Human Computer Interaction purposes. Our appearance-based recognition uses...
Attila Licsár, Tamás Szirányi
DAC
2001
ACM
16 years 8 months ago
A Framework for Object Oriented Hardware Specification, Verification, and Synthesis
We describe two things. First, we present a uniform framework for object oriented specification and verification of hardware. For this purpose the object oriented language `e'...
Tommy Kuhn, Tobias Oppold, Markus Winterholer, Wol...
ICML
2008
IEEE
16 years 8 months ago
An object-oriented representation for efficient reinforcement learning
Rich representations in reinforcement learning have been studied for the purpose of enabling generalization and making learning feasible in large state spaces. We introduce Object...
Carlos Diuk, Andre Cohen, Michael L. Littman
ICML
2006
IEEE
16 years 8 months ago
An intrinsic reward mechanism for efficient exploration
How should a reinforcement learning agent act if its sole purpose is to efficiently learn an optimal policy for later use? In other words, how should it explore, to be able to exp...
Özgür Simsek, Andrew G. Barto