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121
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NIPS
2008
15 years 2 months ago
Goal-directed decision making in prefrontal cortex: a computational framework
Research in animal learning and behavioral neuroscience has distinguished between two forms of action control: a habit-based form, which relies on stored action values, and a goal...
Matthew Botvinick, James An
110
Voted
VIROLOGY
2008
84views more  VIROLOGY 2008»
15 years 13 days ago
Formal affordance-based models of computer virus reproduction
We present a novel classification of computer viruses using a formalised notion of reproductive models based on Gibson's theory of affordances. A computer virus reproduction ...
Matt Webster, Grant Malcolm
NN
2002
Springer
113views Neural Networks» more  NN 2002»
15 years 6 days ago
Control of exploitation-exploration meta-parameter in reinforcement learning
In reinforcement learning (RL), the duality between exploitation and exploration has long been an important issue. This paper presents a new method that controls the balance betwe...
Shin Ishii, Wako Yoshida, Junichiro Yoshimoto
103
Voted
CHI
2004
ACM
16 years 27 days ago
FingerSense: augmenting expressiveness to physical pushing button by fingertip identification
In this paper, we propose a novel method, FingerSense to enhance the expressiveness of physical buttons. In a FingerSense enabled input device, a pressing action is differentiated...
Jingtao Wang, John F. Canny
UIC
2007
Springer
15 years 6 months ago
Activity Recognition Using an Egocentric Perspective of Everyday Objects
This paper presents an activity recognition approach based on the tracking of a specific human actor’s current object manipulation actions, complemented by two kinds of situation...
Dipak Surie, Thomas Pederson, Fabien Lagriffoul, L...