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» The Compositional Construction of Markov Processes
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IIWAS
2004
13 years 8 months ago
ReFFlow: A Model and Generic Approach to Flexibility of Web Service Compositions
: This paper addresses two important aspects of Web service compositions - on the one hand, flexibility of Web service (WS) compositions, and on the other the automatic development...
Dimka Karastoyanova, Alejandro P. Buchmann
ICML
2006
IEEE
14 years 1 months ago
Automatic basis function construction for approximate dynamic programming and reinforcement learning
We address the problem of automatically constructing basis functions for linear approximation of the value function of a Markov Decision Process (MDP). Our work builds on results ...
Philipp W. Keller, Shie Mannor, Doina Precup
IJCAI
2003
13 years 8 months ago
Multiple-Goal Reinforcement Learning with Modular Sarsa(0)
We present a new algorithm, GM-Sarsa(0), for finding approximate solutions to multiple-goal reinforcement learning problems that are modeled as composite Markov decision processe...
Nathan Sprague, Dana H. Ballard
FAC
2007
122views more  FAC 2007»
13 years 7 months ago
Formal techniques for performance analysis: blending SAN and PEPA
Abstract. In this paper we consider two performance modelling techniques from the perspectives of model construction, generation of an underlying continuous time Markov process, an...
Jane Hillston, Leïla Kloul
ICEBE
2005
IEEE
135views Business» more  ICEBE 2005»
14 years 1 months ago
GridPML: A Process Modeling Language and History Capture System for Grid Service Composition
This paper presents a process modeling language known as the GridPML for the composition of Grid Services. The GridPML is an XML-based language that supports basic control flow co...
Hua Ma, Susan Darling Urban, Yang Xiao, Suzanne W....