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EAI
2004
15 years 16 days ago
Quality-Oriented Handling of Exceptions in Web-Service-Based Cooperative Processes
Abstract: Web services are increasingly used to integrate heterogeneous and autonomous applications in cross-organizational cooperations. A key problem is to support a high executi...
Ulrike Greiner, Erhard Rahm
NIPS
1993
15 years 13 days ago
Structural and Behavioral Evolution of Recurrent Networks
This paper introduces GNARL, an evolutionary program which induces recurrent neural networks that are structurally unconstrained. In contrast to constructive and destructive algor...
Gregory M. Saunders, Peter J. Angeline, Jordan B. ...
IJFCS
2006
63views more  IJFCS 2006»
14 years 11 months ago
Critical Path Scheduling Parallel Programs on an Unbounded Number of Processors
In this paper we present an efficient algorithm for compile-time scheduling and clustering of parallel programs onto parallel processing systems with distributed memory, which is ...
Mourad Hakem, Franck Butelle
MP
2008
117views more  MP 2008»
14 years 11 months ago
Stochastic programming approach to optimization under uncertainty
In this paper we discuss computational complexity and risk averse approaches to two and multistage stochastic programming problems. We argue that two stage (say linear) stochastic ...
Alexander Shapiro
114
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AGI
2011
14 years 2 months ago
Reinforcement Learning and the Bayesian Control Rule
We present an actor-critic scheme for reinforcement learning in complex domains. The main contribution is to show that planning and I/O dynamics can be separated such that an intra...
Pedro Alejandro Ortega, Daniel Alexander Braun, Si...