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» Eliciting properties of probability distributions
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PRDC
2000
IEEE
14 years 2 months ago
Enforcing synchronous system properties on top of timed systems
A synchronous system model is a simple yet powerful distributed system model that reduces the complexity of the design and implementation of dependable distributed applications. H...
Christof Fetzer
IJCAI
2007
13 years 11 months ago
Bayesian Inverse Reinforcement Learning
Inverse Reinforcement Learning (IRL) is the problem of learning the reward function underlying a Markov Decision Process given the dynamics of the system and the behaviour of an e...
Deepak Ramachandran, Eyal Amir
CEC
2007
IEEE
14 years 4 months ago
Evolutionary search for cellular automata that exhibit self-organizing properties induced by external perturbations
— Cellular Automata (CAs) have been investigated extensively as abstract models of the distributed systems composed of autonomous entities characterized by local interaction. How...
Yusuke Iwase, Reiji Suzuki, Takaya Arita
UAI
2001
13 years 11 months ago
Linearity Properties of Bayes Nets with Binary Variables
It is "well known" that in linear models: (1) testable constraints on the marginal distribution of observed variables distinguish certain cases in which an unobserved ca...
David Danks, Clark Glymour
GECCO
2004
Springer
107views Optimization» more  GECCO 2004»
14 years 3 months ago
An Evolution Strategy Using a Continuous Version of the Gray-Code Neighbourhood Distribution
Abstract. We derive a continuous probability distribution which generates neighbours of a point in an interval in a similar way to the bitwise mutation of a Gray code binary string...
Jonathan E. Rowe, Dzena Hidovic