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» Optimal decision network with distributed representation
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NN
2007
Springer
13 years 4 months ago
Optimal decision network with distributed representation
On the basis of detailed analysis of reaction times and neurophysiological data from tasks involving choice, it has been proposed that the brain implements an optimal statistical ...
Rafal Bogacz
IJAR
2006
89views more  IJAR 2006»
13 years 4 months ago
Learning probabilistic decision graphs
Probabilistic decision graphs (PDGs) are a representation language for probability distributions based on binary decision diagrams. PDGs can encode (context-specific) independence...
Manfred Jaeger, Jens D. Nielsen, Tomi Silander
AAAI
1996
13 years 5 months ago
Computing Optimal Policies for Partially Observable Decision Processes Using Compact Representations
: Partially-observable Markov decision processes provide a very general model for decision-theoretic planning problems, allowing the trade-offs between various courses of actions t...
Craig Boutilier, David Poole
JACM
2002
107views more  JACM 2002»
13 years 4 months ago
Paradoxes in distributed decisions on optimal load balancing for networks of homogeneous computers
In completely symmetric systems that have homogeneous nodes (hosts, computers, or processors) with identical arrival processes, an optimal static load balancing scheme does not in...
Hisao Kameda, Odile Pourtallier
ADHOCNOW
2004
Springer
13 years 10 months ago
Cross-Layer Optimization for High Density Sensor Networks: Distributed Passive Routing Decisions
Abstract. The resource limited nature of WSNs require that protocols implemented on these networks be energy-efficient, scalable and distributed. This paper presents an analysis of...
Primoz Skraba, Hamid K. Aghajan, Ahmad Bahai