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AUSAI
2005
Springer
15 years 6 months ago
Global Versus Local Constructive Function Approximation for On-Line Reinforcement Learning
: In order to scale to problems with large or continuous state-spaces, reinforcement learning algorithms need to be combined with function approximation techniques. The majority of...
Peter Vamplew, Robert Ollington
112
Voted
GLOBECOM
2006
IEEE
15 years 6 months ago
PACA: Peer-Assisted Channel Assignment for Home Wireless LANs
Abstract— A home network is a residential local area network, in which users are networking their PCs, laptops or wireless multimedia appliances to use a single residential acces...
Chi-Fai Wong, S.-H. Gary Chan, Jiancong Chen
GECCO
2009
Springer
15 years 5 months ago
NEAT in increasingly non-linear control situations
Evolution of neural networks, as implemented in NEAT, has proven itself successful on a variety of low-level control problems such as pole balancing and vehicle control. Nonethele...
Matthias J. Linhardt, Martin V. Butz
ICRA
2007
IEEE
124views Robotics» more  ICRA 2007»
15 years 6 months ago
Monitoring of a Class of Timed Discrete Events Systems
— This paper extends the notion of residuals for fault detection, well known in the continuous system to the timed discrete events systems. The aim is to design the fault indicat...
Adib Allahham, Hassane Alla
98
Voted
EMMCVPR
2003
Springer
15 years 5 months ago
Curve Matching Using the Fast Marching Method
Common techniques for curve alignment find a solution in the form of a shortest network path by means of dynamic programming. In this paper we present an approach that employs Set...
Max Frenkel, Ronen Basri