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» Focus of Attention in Reinforcement Learning
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WAPCV
2007
Springer
13 years 11 months ago
Reinforcement Learning for Decision Making in Sequential Visual Attention
The innovation of this work is the provision of a system that learns visual encodings of attention patterns and that enables sequential attention for object detection in real world...
Lucas Paletta, Gerald Fritz
WAPCV
2007
Springer
13 years 11 months ago
Context Driven Focus of Attention for Object Detection
Abstract. Context plays an important role in general scene perception. In particular, it can provide cues about an object’s location within an image. In computer vision, object d...
Roland Perko, Ales Leonardis
AGENTS
2001
Springer
13 years 9 months ago
A reinforcement learning model of selective visual attention
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Silviu Minut, Sridhar Mahadevan
ASSETS
2009
ACM
13 years 11 months ago
ClassInFocus: enabling improved visual attention strategies for deaf and hard of hearing students
Deaf and hard of hearing students must juggle their visual attention in current classroom settings. Managing many visual sources of information (instructor, interpreter or caption...
Anna Carpenter Cavender, Jeffrey P. Bigham, Richar...
ESANN
2006
13 years 6 months ago
Reducing policy degradation in neuro-dynamic programming
We focus on neuro-dynamic programming methods to learn state-action value functions and outline some of the inherent problems to be faced, when performing reinforcement learning in...
Thomas Gabel, Martin Riedmiller