128
Voted
JMLR
2010
14 years 7 months ago
2010
Actor-Critic based approaches were among the first to address reinforcement learning in a general setting. Recently, these algorithms have gained renewed interest due to their gen...
100
Voted
CCE
2007
15 years 20 days ago
2007
In this paper, we analyze the dynamics of integrated process networks featuring large recycle streams and small purge streams. We consider a prototype network comprising of a reac...
120
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SIAMCO
2008
15 years 24 days ago
2008
Abstract. In this paper we consider a class of hybrid stochastic games with the piecewise openloop information structure. These games are indexed over a parameter which represents...
127
click to vote
NECO
2008
15 years 24 days ago
2008
Current models for the learning of feature detectors work on two time scales: on a fast time scale the internal neurons' activations adapt to the current stimulus; on a slow ...
126
Voted
AAAI
1994
15 years 2 months ago
1994
The ability to answer prediction questions is crucial to reasoning about physical systems. A prediction question poses a hypothetical scenario and asks for the resulting behavior ...
126
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SIGCOMM
1996
ACM
15 years 5 months ago
1996
ACM
There is much experimental evidence that network traffic processes exhibit ubiquitous properties of self-similarity and long-range dependence, i.e., of correlations over a wide ran...
124
Voted
IWQOS
2001
Springer
15 years 5 months ago
2001
Springer
The IETF’s Integrated Services (IntServ) architecture together with reservation aggregation provide a mechanism to support the quality-of-service demands of real-time flows in a...
102
Voted
CDC
2009
IEEE
15 years 5 months ago
2009
IEEE
— A limiting property of the matrix exponential is proven: For a real square matrix, where the log norm of the upper-left n by n block approaches negative infinity in a limiting...
118
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INFOCOM
2002
IEEE
15 years 5 months ago
2002
IEEE
This paper describes a control mechanism for a future Internet. It is an economic mechanism that enables users to choose different pairs of price/QoS priority levels for network se...
104
Voted
SIGMETRICS
2005
ACM
15 years 6 months ago
2005
ACM
The available bandwidth (avail-bw) of a network path is an important performance metric and its end-to-end estimation has recently received significant attention. Previous work f...