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» In Praise of Numerical Computation
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ICML
1996
IEEE
15 years 10 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
156
Voted
INFOCOM
1994
IEEE
15 years 10 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
15 years 10 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...
144
Voted
FODO
1993
Springer
119views Algorithms» more  FODO 1993»
15 years 10 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»
15 years 10 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