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ACII
2007
Springer
15 years 7 months ago
Learning to Interact with the Caretaker: A Developmental Approach
To build autonomous robots able to live and interact with humans in a real-world dynamic and uncertain environment, the design of architectures permitting robots to develop attachm...
Antoine Hiolle, Lola Cañamero, Arnaud J. Bl...
129
Voted
WICSA
2004
15 years 4 months ago
Establishing a Software Architecting Environment
We present the work of establishing an integrated environment that facilitates architecture design, reconstruction, and maintenance in the entire life cycle of a software product ...
Claudio Riva, Petri Selonen, Tarja Systä, Ant...
JMLR
2010
106views more  JMLR 2010»
14 years 10 months ago
Why Does Unsupervised Pre-training Help Deep Learning?
Much recent research has been devoted to learning algorithms for deep architectures such as Deep Belief Networks and stacks of auto-encoder variants, with impressive results obtai...
Dumitru Erhan, Yoshua Bengio, Aaron C. Courville, ...
127
Voted
CEEMAS
1999
Springer
15 years 7 months ago
Agent Factory: Towards Social Robots
This paper advocates the application of multi-agent techniques in the realisation of social robotic behaviour. We present the Social Robot Architecture, which integrates the key e...
Gregory M. P. O'Hare, Brian R. Duffy, Rem W. Colli...
ICML
2007
IEEE
16 years 4 months ago
Discriminative learning for differing training and test distributions
We address classification problems for which the training instances are governed by a distribution that is allowed to differ arbitrarily from the test distribution--problems also ...
Michael Brückner, Steffen Bickel, Tobias Sche...