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ARTMED
2006
108views more  ARTMED 2006»
14 years 12 months ago
Constructing explanatory process models from biological data and knowledge
We address the task of inducing explanatory models from observations and knowledge about candidate biological processes, using the illustrative problem of modeling photosynthesis ...
Pat Langley, Oren Shiran, Jeff Shrager, Ljupco Tod...
JMLR
2010
128views more  JMLR 2010»
14 years 6 months ago
Learning Causal Structure from Overlapping Variable Sets
We present an algorithm name cSAT+ for learning the causal structure in a domain from datasets measuring different variable sets. The algorithm outputs a graph with edges correspo...
Sofia Triantafilou, Ioannis Tsamardinos, Ioannis G...
CANDC
2011
ACM
13 years 11 months ago
Perception, insight, and creativity in paradigm, a game of pattern exploration
This paper discusses Paradigm, a game of intuition and pattern exploration. We offer a sample case study aimed at illustrating the game’s relevance as a microdomain for studying...
William W. York, David C. Bender
ICML
1995
IEEE
16 years 19 days ago
Learning Policies for Partially Observable Environments: Scaling Up
Partially observable Markov decision processes (pomdp's) model decision problems in which an agent tries to maximize its reward in the face of limited and/or noisy sensor fee...
Michael L. Littman, Anthony R. Cassandra, Leslie P...
PREMI
2005
Springer
15 years 5 months ago
Fusing Depth and Video Using Rao-Blackwellized Particle Filter
We address the problem of fusing sparse and noisy depth data obtained from a range finder with features obtained from intensity images to estimate ego-motion and refine 3D struct...
Amit K. Agrawal, Rama Chellappa