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» Machine Learning and the Cognitive Basis of Natural Language
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ALT
2006
Springer
13 years 10 months ago
Learning and Extending Sublanguages
A number of natural models for learning in the limit is introduced to deal with the situation when a learner is required to provide a grammar covering the input even if only a par...
Sanjay Jain, Efim B. Kinber
ECML
2005
Springer
14 years 8 days ago
Natural Actor-Critic
This paper investigates a novel model-free reinforcement learning architecture, the Natural Actor-Critic. The actor updates are based on stochastic policy gradients employing Amari...
Jan Peters, Sethu Vijayakumar, Stefan Schaal
EACL
2006
ACL Anthology
13 years 8 months ago
Edit Machines for Robust Multimodal Language Processing
Multimodal grammars provide an expressive formalism for multimodal integration and understanding. However, handcrafted multimodal grammars can be brittle with respect to unexpecte...
Srinivas Bangalore, Michael Johnston
LISP
2007
112views more  LISP 2007»
13 years 6 months ago
The next 700 Krivine machines
: The Krivine machine is a simple and natural implementation of the normal weak-head reduction strategy for pure λ-terms. While its original description has remained unpublished, ...
Rémi Douence, Pascal Fradet
ICALT
2009
IEEE
14 years 1 months ago
Indicators for Deducting the Learners' Learning Styles: Case of the Navigation Typology Indicator
Research in individual differences and in particular, learning and cognitive style, has become a basis to consider learner preferences in a web-based educational context. How lear...
Nabila Bousbia, Jean-Marc Labat, Issam Rebaï,...