163 search results - page 23 / 33 » Distributed Multi-Agent Probabilistic Reasoning With Bayesia... |
108
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TNN
1998
14 years 11 months ago
1998
Abstract—It is well known that for finite-sized networks, onestep retrieval in the autoassociative Willshaw net is a suboptimal way to extract the information stored in the syna...
83
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JMLR
2008
14 years 11 months ago
2008
Causal reasoning is primarily concerned with what would happen to a system under external interventions. In particular, we are often interested in predicting the probability distr...
111
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GECCO
2008
Springer
15 years 22 days ago
2008
Springer
The key ideas behind most of the recently proposed Markov networks based EDAs were to factorise the joint probability distribution in terms of the cliques in the undirected graph....
73
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IJCAI
1997
15 years 1 months ago
1997
Motivated by the need to reason about utilities, and inspired by the success of bayesian networks in representing and reasoning about probabilities, we introduce the notion of uti...
WEBI
2005
Springer
15 years 5 months ago
2005
Springer
Distributed Perception Networks (DPN) are a MAS approach to large scale fusion of heterogeneous and noisy information. DPN agents can establish meaningful information filtering c...