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» Timed Control with Partial Observability
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115
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ISVC
2010
Springer
14 years 11 months ago
Visual Exploration of Stream Pattern Changes Using a Data-Driven Framework
Abstract. When using visualization techniques to explore data streams, an important task is to convey pattern changes. Challenges include: (1) Most data analysis tasks require user...
Zaixian Xie, Matthew O. Ward, Elke A. Rundensteine...
80
Voted
PVLDB
2010
89views more  PVLDB 2010»
14 years 11 months ago
Recognizing Patterns in Streams with Imprecise Timestamps
Large-scale event systems are becoming increasingly popular in a variety of domains. Event pattern evaluation plays a key role in monitoring applications in these domains. Existin...
Haopeng Zhang, Yanlei Diao, Neil Immerman
128
Voted
TPDS
2002
127views more  TPDS 2002»
15 years 5 days ago
Adaptive Bandwidth Reservation and Admission Control in QoS-Sensitive Cellular Networks
How to keep the probability of hand-off drops within a prespecified limit is a very important Quality-of-Service (QoS) issue in cellular networks because mobile users should be abl...
Sunghyun Choi, Kang G. Shin
106
Voted
NN
2010
Springer
125views Neural Networks» more  NN 2010»
14 years 11 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...
102
Voted
ICASSP
2011
IEEE
14 years 4 months ago
POMDP concept policies and task structures for hybrid dialog management
We address several challenges for applying statistical dialog managers based on Partially Observable Markov Models to real world problems: to deal with large numbers of concepts, ...
Sebastian Varges, Giuseppe Riccardi, Silvia Quarte...