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» PIPSS*: A System based on Temporal Estimates
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ATAL
2005
Springer
14 years 7 days ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson
ICPR
2008
IEEE
14 years 1 months ago
Tracking of Arabidopsis thaliana root cells in time-lapse microscopy
In vivo observation of cells in the Arabidopsis thaliana root, by time-lapse confocal microscopy, is central to biology research. The research herein described is based on large a...
Monica Marcuzzo, Pedro Quelhas, Ana Maria Mendon&c...
HUC
2010
Springer
13 years 6 months ago
Social sensing for epidemiological behavior change
An important question in behavioral epidemiology and public health is to understand how individual behavior is affected by illness and stress. Although changes in individual behav...
Anmol Madan, Manuel Cebrián, David Lazer, A...
JMLR
2008
144views more  JMLR 2008»
13 years 6 months ago
Search for Additive Nonlinear Time Series Causal Models
Pointwise consistent, feasible procedures for estimating contemporaneous linear causal structure from time series data have been developed using multiple conditional independence ...
Tianjiao Chu, Clark Glymour
KDD
2008
ACM
217views Data Mining» more  KDD 2008»
14 years 7 months ago
Stream prediction using a generative model based on frequent episodes in event sequences
This paper presents a new algorithm for sequence prediction over long categorical event streams. The input to the algorithm is a set of target event types whose occurrences we wis...
Srivatsan Laxman, Vikram Tankasali, Ryen W. White