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ICML
2007
IEEE
14 years 6 months ago
Bayesian actor-critic algorithms
We1 present a new actor-critic learning model in which a Bayesian class of non-parametric critics, using Gaussian process temporal difference learning is used. Such critics model ...
Mohammad Ghavamzadeh, Yaakov Engel
EDOC
2000
IEEE
13 years 8 months ago
Mapping Enterprise Events to the CORBA Notification Service
To satisfy the need for a wide range of enterprise modelling choices, it is necessary to have a rich set of processbased and role-based modelling concepts. It is also necessary to...
Shelby Abraham, Keith Duddy, Michael Lawley, Zoran...
ISMIS
1997
Springer
13 years 9 months ago
Knowledge-Based Image Retrieval with Spatial and Temporal Constructs
e about image features can be expressed as a hierarchical structure called a Type Abstraction Hierarchy (TAH). TAHs can be generated automatically by clustering algorithms based on...
Wesley W. Chu, Alfonso F. Cardenas, Ricky K. Taira
ICA
2007
Springer
13 years 9 months ago
Conjugate Gamma Markov Random Fields for Modelling Nonstationary Sources
In modelling nonstationary sources, one possible strategy is to define a latent process of strictly positive variables to model variations in second order statistics of the underly...
Ali Taylan Cemgil, Onur Dikmen
IJCAI
2001
13 years 6 months ago
Executing Reactive, Model-based Programs through Graph-based Temporal Planning
In the future, webs of unmanned air and space vehicles will act together to robustly perform elaborate missions in uncertain environments. We coordinate these systems by introduci...
Phil Kim, Brian C. Williams, Mark Abramson