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101
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JMLR
2006
124views more  JMLR 2006»
14 years 9 months ago
Policy Gradient in Continuous Time
Policy search is a method for approximately solving an optimal control problem by performing a parametric optimization search in a given class of parameterized policies. In order ...
Rémi Munos
CDC
2009
IEEE
121views Control Systems» more  CDC 2009»
15 years 2 months ago
Piecewise-linear constrained control for timed continuous Petri nets
— Timed Continuous Petri Net (TCPN) systems are piecewise linear models with input constraints that can approximate the dynamical behavior of a class of timed discrete event syst...
Carlos Renato Vázquez, Manuel Silva
78
Voted
FMSB
2008
130views Formal Methods» more  FMSB 2008»
14 years 11 months ago
Approximating Continuous Systems by Timed Automata
In this work we develop a new technique for over-approximating (in the sense of timed trace inclusion) continuous dynamical systems by timed auThis technique refines commonly-used ...
Oded Maler, Grégory Batt
93
Voted
EUSFLAT
2003
152views Fuzzy Logic» more  EUSFLAT 2003»
14 years 11 months ago
Bayesian networks for continuous values and uncertainty in the learning process
This paper proposes a method for Bayesian networks that handles uncertainty and discretization of continuous variables when learning the networks from a database of cases. The dat...
J. F. Baldwin, E. Di Tomaso
CAV
2007
Springer
157views Hardware» more  CAV 2007»
15 years 3 months ago
An Accelerated Algorithm for 3-Color Parity Games with an Application to Timed Games
Three-color parity games capture the disjunction of a B¨uchi and a co-B¨uchi condition. The most efficient known algorithm for these games is the progress measures algorithm by ...
Luca de Alfaro, Marco Faella