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» In Praise of Numerical Computation
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ICML
1996
IEEE
14 years 1 months ago
A Convergent Reinforcement Learning Algorithm in the Continuous Case: The Finite-Element Reinforcement Learning
This paper presents a direct reinforcement learning algorithm, called Finite-Element Reinforcement Learning, in the continuous case, i.e. continuous state-space and time. The eval...
Rémi Munos
INFOCOM
1994
IEEE
14 years 1 months ago
Traffic Models for Wireless Communication Networks
In this paper, we introduce a deterministic fluid model and two stochastic traffic models for wireless networks. The setting is a highway with multiple entrances and exits. Vehicl...
Kin K. Leung, William A. Massey, Ward Whitt
APN
1993
Springer
14 years 1 months ago
Transient Analysis of Deterministic and Stochastic Petri Nets
This paper introduces an efficient numerical algorithm for transient analysis of deterministic and stochastic Petri nets (DSPNs) and other discrete-event stochastic systems with ...
Hoon Choi, Vidyadhar G. Kulkarni, Kishor S. Trived...
FODO
1993
Springer
119views Algorithms» more  FODO 1993»
14 years 1 months ago
Physical Storage Organizations for Time-Dependent Multimedia Data
Abstract–Multimedia computing requires support for heterogeneous data types with differing storage, communication and delivery requirements. Continuous media data types such as ...
Huang-Jen Chen, Thomas D. C. Little
SSD
1993
Springer
152views Database» more  SSD 1993»
14 years 1 months ago
Realms: A Foundation for Spatial Data Types in Database Systems
: Spatial data types or algebras for database systems should (i) be fully general (which means, closed under set operations, hence e.g. a region value can be a set of polygons with...
Ralf Hartmut Güting, Markus Schneider