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DAGSTUHL
2007
13 years 10 months ago
A Game-Theoretic Approach to Normative Multi-Agent Systems
Abstract. We explain the raison d’ˆetre and basic ideas of our gametheoretic approach to normative multiagent systems, sketching the central elements with pointers to other publ...
Guido Boella, Leendert W. N. van der Torre
ILP
2007
Springer
14 years 3 months ago
Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming
Stochastically searching the space of candidate clauses is an appealing way to scale up ILP to large datasets. We address an approach that uses a Bayesian network model to adaptive...
Louis Oliphant, Jude W. Shavlik
CMSB
2006
Springer
14 years 21 days ago
Regulatory Network Reconstruction Using Stochastic Logical Networks
Abstract. This paper presents a method for regulatory network reconstruction from experimental data. We propose a mathematical model for regulatory interactions, based on the work ...
Bartek Wilczynski, Jerzy Tiuryn
JCST
2010
153views more  JCST 2010»
13 years 3 months ago
Model Failure and Context Switching Using Logic-Based Stochastic Models
Abstract We define a notion of context that represents invariant, stable-over-time behavior in an environment and we propose an algorithm for detecting context changes in a stream ...
Nikita A. Sakhanenko, George F. Luger
ATAL
2009
Springer
14 years 3 months ago
Rational play and rational beliefs under uncertainty
Alternating-time temporal logic (atl) is one of the most influential logics for reasoning about agents’ abilities. Constructive Strategic Logic (csl) is a variant of atl for im...
Nils Bulling, Wojciech Jamroga