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ICML
2006
IEEE
15 years 10 months ago
Automatic basis function construction for approximate dynamic programming and reinforcement learning
We address the problem of automatically constructing basis functions for linear approximation of the value function of a Markov Decision Process (MDP). Our work builds on results ...
Philipp W. Keller, Shie Mannor, Doina Precup
FPT
2005
IEEE
132views Hardware» more  FPT 2005»
15 years 9 months ago
Implementation of Gabor-Type Filters on Field Programmable Gate Arrays
Although biological visual systems have been widely studied at the physiological, psychophysical and functional levels, our understanding of its signal processing mechanisms is st...
Ocean Y. H. Cheung, Philip Heng Wai Leong, Eric K....
HICSS
2005
IEEE
131views Biometrics» more  HICSS 2005»
15 years 9 months ago
Leading conversations: Communication behaviours of emergent leaders in virtual teams
Virtual teams and their leaders are key players in global organisations. Using teams of workers dispersed temporally and geographically has changed the way people work in groups a...
Fay Sudweeks, Simeon J. Simoff
IAT
2005
IEEE
15 years 9 months ago
Self-Organizing Cognitive Agents and Reinforcement Learning in Multi-Agent Environment
This paper presents a self-organizing cognitive architecture, known as TD-FALCON, that learns to function through its interaction with the environment. TD-FALCON learns the value ...
Ah-Hwee Tan, Dan Xiao
115
Voted
WACV
2005
IEEE
15 years 9 months ago
Multiplicative Background-Foreground Estimation Under Uncontrolled Illumination using Intrinsic Images
Instead of the conventional background and foreground definition, we propose a novel method that decomposes a scene into time-varying background and foreground intrinsic images. T...
Fatih Murat Porikli