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ICML
2003
IEEE
16 years 29 days ago
The Influence of Reward on the Speed of Reinforcement Learning: An Analysis of Shaping
Shaping can be an effective method for improving the learning rate in reinforcement systems. Previously, shaping has been heuristically motivated and implemented. We provide a for...
Adam Laud, Gerald DeJong
ACG
2003
Springer
16 years 28 days ago
Searching with Analysis of Dependencies in a Solitaire Card Game
We present a new method for taking advantage of the relative independence between parts of a single-player game. We describe an implementation for improving the search in a solitai...
Bernard Helmstetter, Tristan Cazenave
CEEMAS
2003
Springer
16 years 28 days ago
On a Dynamical Analysis of Reinforcement Learning in Games: Emergence of Occam's Razor
Modeling learning agents in the context of Multi-agent Systems requires an adequate understanding of their dynamic behaviour. Usually, these agents are modeled similar to the diļ¬...
Karl Tuyls, Katja Verbeeck, Sam Maes
ICCS
2003
Springer
16 years 27 days ago
Parallelisation of Sparse Grids for Large Scale Data Analysis
Sparse Grids are the basis for efficient high dimensional approximation and have recently been applied successfully to predictive modelling. They are spanned by a collection of si...
Jochen Garcke, Markus Hegland, Ole Møller N...
DATE
2002
IEEE
111views Hardware» more  DATE 2002»
16 years 20 days ago
A Linear-Centric Modeling Approach to Harmonic Balance Analysis
In this paper we propose a new harmonic balance simulation methodology based on a linear-centric modeling approach. A linear circuit representation of the nonlinear devices and as...
Peng Li, Lawrence T. Pileggi