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118
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IJCAI
2003
15 years 2 months ago
Taming Decentralized POMDPs: Towards Efficient Policy Computation for Multiagent Settings
The problem of deriving joint policies for a group of agents that maximize some joint reward function can be modeled as a decentralized partially observable Markov decision proces...
Ranjit Nair, Milind Tambe, Makoto Yokoo, David V. ...
98
Voted
ATAL
2010
Springer
15 years 2 months ago
Risk-sensitive planning in partially observable environments
Partially Observable Markov Decision Process (POMDP) is a popular framework for planning under uncertainty in partially observable domains. Yet, the POMDP model is riskneutral in ...
Janusz Marecki, Pradeep Varakantham
118
Voted
ICASSP
2010
IEEE
15 years 1 months ago
Weakly supervised learning with decision trees applied to fisheries acoustics
This paper addresses the training of classification trees for weakly labelled data. We call ”weakly labelled data”, a training set such as the prior labelling information pro...
Riwal Lefort, Ronan Fablet, Jean-Marc Boucher
103
Voted
IJSC
2008
95views more  IJSC 2008»
15 years 1 months ago
Beyond Information Silos - an Omnipresent Approach to Software Evolution
ifferent abstraction levels, resulting in isolated `information silos'. An increasing number of task-specific software tools aim to support developers, but this often results ...
Juergen Rilling, René Witte, Philipp Sch&uu...
98
Voted
TIT
2008
83views more  TIT 2008»
15 years 1 months ago
On the Large Deviations of Resequencing Queue Size: 2-M/M/1 Case
Abstract--In data communication networks, packets that arrive at the receiving host may be disordered for reasons such as retransmission of dropped packets or multi-path routing. R...
Ye Xia, David N. C. Tse
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