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» Versioning of Network Models in a Multiuser Environment
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NEUROSCIENCE
2001
Springer
14 years 4 days ago
Analysis and Synthesis of Agents That Learn from Distributed Dynamic Data Sources
We propose a theoretical framework for specification and analysis of a class of learning problems that arise in open-ended environments that contain multiple, distributed, dynamic...
Doina Caragea, Adrian Silvescu, Vasant Honavar
ENTCS
2006
117views more  ENTCS 2006»
13 years 7 months ago
A Formalization of Credit and Responsibility Within the GNDC Schema
We formally define a notion of credit and responsibility within the Generalized Non Deducibility on Compositions framework. We investigate the validity of our definitions through ...
Roberto Gorrieri, Fabio Martinelli, Marinella Petr...
JMLR
2008
129views more  JMLR 2008»
13 years 7 months ago
Finite-Time Bounds for Fitted Value Iteration
In this paper we develop a theoretical analysis of the performance of sampling-based fitted value iteration (FVI) to solve infinite state-space, discounted-reward Markovian decisi...
Rémi Munos, Csaba Szepesvári
SAGA
2005
Springer
14 years 1 months ago
Self-replication, Evolvability and Asynchronicity in Stochastic Worlds
We consider temporal aspects of self-replication and evolvability – in particular, the massively asynchronous parallel and distributed nature of living systems. Formal views of s...
Chrystopher L. Nehaniv
CCGRID
2003
IEEE
14 years 1 months ago
Scheduling Distributed Applications: the SimGrid Simulation Framework
— Since the advent of distributed computer systems an active field of research has been the investigation of scheduling strategies for parallel applications. The common approach...
Arnaud Legrand, Loris Marchal, Henri Casanova