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NN
2010
Springer
125views Neural Networks» more  NN 2010»
15 years 5 months ago
Parameter-exploring policy gradients
We present a model-free reinforcement learning method for partially observable Markov decision problems. Our method estimates a likelihood gradient by sampling directly in paramet...
Frank Sehnke, Christian Osendorfer, Thomas Rü...
PERCOM
2010
ACM
15 years 5 months ago
A 3-layer architecture for smart environment models
— Enriched with more and more intelligent devices modern homes rapidly transform into smart environments. Their growing capabilities enable the implementation of a new generation...
Grzegorz Lehmann, Andreas Rieger, Marco Blumendorf...
PVLDB
2010
152views more  PVLDB 2010»
15 years 5 months ago
k-Nearest Neighbors in Uncertain Graphs
Complex networks, such as biological, social, and communication networks, often entail uncertainty, and thus, can be modeled as probabilistic graphs. Similar to the problem of sim...
Michalis Potamias, Francesco Bonchi, Aristides Gio...
VTC
2010
IEEE
136views Communications» more  VTC 2010»
15 years 4 months ago
Performance of the LTE Uplink with Intra-Site Joint Detection and Joint Link Adaptation
—We evaluate the performance of the uplink of a 3GPP UTRAN Long Term Evolution (LTE) system with intra-site cooperation, where different sectors belonging to the same site may co...
Andreas Müller, Philipp Frank, Joachim Speide...
VTC
2010
IEEE
148views Communications» more  VTC 2010»
15 years 4 months ago
Delay-Tolerant Cooperative Diversity Routing MANET
—Some mobile ad hoc networks (MANETs) such as inter-vehicle communications require a transmission scheme that is robust to mobility and asynchronous reception with low setup over...
Tian Peng Ren, Yong Liang Guan, Chau Yuen, Rong Ju...