NN
2006
Springer
13 years 4 months ago
2006
Springer
NN
2006
Springer
13 years 4 months ago
2006
Springer
We discuss an important property called the asymptotic equipartition property on empirical sequences in reinforcement learning. This states that the typical set of empirical seque...
NN
2006
Springer
13 years 4 months ago
2006
Springer
NN
2006
Springer
13 years 4 months ago
2006
Springer
An important component of language acquisition and cognitive learning is gaze imitation. Infants as young as one year of age can follow the gaze of an adult to determine the objec...
NN
2006
Springer
13 years 4 months ago
2006
Springer
The way of propagating and control of stochastic signals through Universal Learning Networks (ULNs) and its applications are proposed. ULNs have been already developed to form a s...
NN
2006
Springer
13 years 4 months ago
2006
Springer
This paper presents an on-line unsupervised learning mechanism for unlabeled data that are polluted by noise. Using a similarity thresholdbased and a local error-based insertion c...
NN
2006
Springer
13 years 4 months ago
2006
Springer
Recent computational approaches to action imitation have advocated the use of hierarchical representations in the perception and imitation of demonstrated actions. Hierarchical re...
NN
2006
Springer
13 years 4 months ago
2006
Springer
Many of our daily activities are supported by behavioural goals that guide the selection of actions, which allow us to reach these goals effectively. Goals are considered to be im...
NN
2006
Springer
13 years 4 months ago
2006
Springer
This paper introduces a generic theoretical framework for predictive learning, and relates it to data-driven and learning applications in earth and environmental sciences. The iss...
NN
2006
Springer
13 years 4 months ago
2006
Springer
This paper presents a new development of the NeuroVaria method. NeuroVaria computes relevant atmospheric and oceanic parameters by minimizing the difference between the observed s...