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EXPERT
2006
66views more  EXPERT 2006»
15 years 6 months ago
Representation as a Fluent: An AI Challenge for the Next Half Century
We argue that artificial intelligence systems must be able to manipulate their own internal representations automatically in order to deal with an infinitely complex and ever chan...
Alan Bundy, Fiona McNeill
AMS
2007
Springer
247views Robotics» more  AMS 2007»
16 years 17 days ago
Towards Machine Learning of Motor Skills
Autonomous robots that can adapt to novel situations has been a long standing vision of robotics, artificial intelligence, and cognitive sciences. Early approaches to this goal du...
Jan Peters, Stefan Schaal, Bernhard Schölkopf
EPIA
2009
Springer
16 years 28 days ago
Phrase Translation Extraction from Aligned Parallel Corpora Using Suffix Arrays and Related Structures
In this paper, we will address term translation extraction from indexed aligned parallel corpora, by using a couple of association measures combined by a voting scheme, for scaling...
José Aires, Gabriel Pereira Lopes, Luis Gom...
CEC
2008
IEEE
16 years 26 days ago
Learning what to ignore: Memetic climbing in topology and weight space
— We present the memetic climber, a simple search algorithm that learns topology and weights of neural networks on different time scales. When applied to the problem of learning ...
Julian Togelius, Faustino J. Gomez, Jürgen Sc...
CEC
2008
IEEE
16 years 26 days ago
Methods for decreasing the number of objective evaluations for independent computationally expensive objective problems
— In this paper, three new methods for pushing solutions toward a desired region of the objective space more quickly are explored; hypercube distance scaling, dynamic objective t...
Greg Rohling