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AAAI
2010
15 years 8 months ago
Reinforcement Learning via AIXI Approximation
This paper introduces a principled approach for the design of a scalable general reinforcement learning agent. This approach is based on a direct approximation of AIXI, a Bayesian...
Joel Veness, Kee Siong Ng, Marcus Hutter, David Si...
AAAI
2010
15 years 8 months ago
Symmetry Detection in General Game Playing
We develop a method for detecting symmetries in arbitrary games and exploiting these symmetries when using tree search to play the game. Games in the General Game Playing domain a...
Stephan Schiffel
IRCDL
2010
15 years 8 months ago
Interactive Visual Representations of Complex Information Structures
One of the most challenging issues in managing the large and diverse data available on the World Wide Web is the design of interactive systems to organize and represent information...
Gianpaolo D'Amico, Alberto Del Bimbo, Marco Meoni
137
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LREC
2010
143views Education» more  LREC 2010»
15 years 8 months ago
Towards a Large Parallel Corpus of Cleft Constructions
We present our efforts to create a large-scale, semi-automatically annotated parallel corpus of cleft constructions. The corpus is intended to reduce or make more effective the ma...
Gerlof Bouma, Lilja Øvrelid, Jonas Kuhn
LREC
2010
165views Education» more  LREC 2010»
15 years 8 months ago
Maximum Entropy Classifier Ensembling using Genetic Algorithm for NER in Bengali
In this paper, we propose classifier ensemble selection for Named Entity Recognition (NER) as a single objective optimization problem. Thereafter, we develop a method based on gen...
Asif Ekbal, Sriparna Saha