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IJCAI
2007
15 years 5 months ago
Direct Code Access in Self-Organizing Neural Networks for Reinforcement Learning
TD-FALCON is a self-organizing neural network that incorporates Temporal Difference (TD) methods for reinforcement learning. Despite the advantages of fast and stable learning, TD...
Ah-Hwee Tan
119
Voted
LREC
2008
125views Education» more  LREC 2008»
15 years 5 months ago
Towards Formal Interpretation of Semantic Annotation
In this paper we present a novel approach to the incremental incorporation of semantic information in natural language processing which does not fall victim to the notorious probl...
Harry Bunt, Chwhynny Overbeeke
NIPS
2008
15 years 5 months ago
Regularized Policy Iteration
In this paper we consider approximate policy-iteration-based reinforcement learning algorithms. In order to implement a flexible function approximation scheme we propose the use o...
Amir Massoud Farahmand, Mohammad Ghavamzadeh, Csab...
MVA
2007
186views Computer Vision» more  MVA 2007»
15 years 5 months ago
Improving Rotation Invariance of the Volume Local Binary Pattern Operator
Dynamic texture is an extension of texture to the temporal domain. Recently, a powerful method for dynamic texture recognition based on volume local binary patterns (VLBP) was pro...
Guoying Zhao, Matti Pietikäinen
SPLC
2008
15 years 5 months ago
Formal Modeling for Product Families Engineering
In this paper we propose a behavioural model, namely the Generalized Extended Modal Transition Systems, as a basis for the formalization of different notions of variability usuall...
Alessandro Fantechi, Stefania Gnesi