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ICANN
2007
Springer
14 years 3 months ago
Solving Deep Memory POMDPs with Recurrent Policy Gradients
Abstract. This paper presents Recurrent Policy Gradients, a modelfree reinforcement learning (RL) method creating limited-memory stochastic policies for partially observable Markov...
Daan Wierstra, Alexander Förster, Jan Peters,...
SEMWEB
2007
Springer
14 years 3 months ago
Falcon-AO: Results for OAEI 2007
In this paper, we present a brief overview of Falcon-AO (version 0.7): a practical ontology matching system with acceptable to very good performance, a flexible architecture, and ...
Wei Hu, Yuanyuan Zhao, Dan Li, Gong Cheng, Honghan...
ICDCSW
2005
IEEE
14 years 2 months ago
Performing BGP Experiments on a Semi-realistic Internet Testbed Environment
We have built a router testbed that is connected to the Deter/Emist experimental infrastructure. Our goal is to create a semi-realistic testbed to conduct BGP experiments, measure...
Ke Zhang, Soon Tee Teoh, Shih-Ming Tseng, Rattapon...
ECML
2005
Springer
14 years 2 months ago
Model Selection in Omnivariate Decision Trees
We propose an omnivariate decision tree architecture which contains univariate, multivariate linear or nonlinear nodes, matching the complexity of the node to the complexity of the...
Olcay Taner Yildiz, Ethem Alpaydin
PVM
2005
Springer
14 years 2 months ago
Some Improvements to a Parallel Decomposition Technique for Training Support Vector Machines
We consider a parallel decomposition technique for solving the large quadratic programs arising in training the learning methodology Support Vector Machine. At each iteration of th...
Thomas Serafini, Luca Zanni, Gaetano Zanghirati