252 search results - page 23 / 51 » Learning Partially Observable Action Models: Efficient Algor... |
120
Voted
AI
2011
Springer
14 years 9 months ago
2011
Springer
Logical filtering is the process of updating a belief state (set of possible world states) after a sequence of executed actions and perceived observations. In general, it is intr...
125
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
This paper gives an efficient Bayesian method for inferring the parameters of a PlackettLuce ranking model. Such models are parameterised distributions over rankings of a finite s...
117
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
Kernelizing partial least squares (PLS), an algorithm which has been particularly popular in chemometrics, leads to kernel PLS which has several interesting properties, including ...
113
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AI
1998
Springer
15 years 6 months ago
1998
Springer
This paper presents and evaluates sequential instance-based learning (SIBL), an approach to action selection based upon data gleaned from prior problem solving experiences. SIBL le...
169
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NAACL
2010
15 years 14 days ago
2010
We present a novel deterministic dependency parsing algorithm that attempts to create the easiest arcs in the dependency structure first in a non-directional manner. Traditional d...