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TSMC
2002
128views more  TSMC 2002»
13 years 3 months ago
Imitation with ALICE: learning to imitate corresponding actions across dissimilar embodiments
Imitation is a powerful mechanism whereby knowledge may be transferred between agents (both biological and artificial). Key problems on the topic of imitation have emerged in vario...
Aris Alissandrakis, Chrystopher L. Nehaniv, Kersti...
TSMC
2002
91views more  TSMC 2002»
13 years 3 months ago
Abstraction as a means for end-user computing in creative applications
Mira Balaban, Eli Barzilay, Michael Elhadad
TSMC
2002
119views more  TSMC 2002»
13 years 3 months ago
A cloning approach to classifier training
The Al-Alaoui algorithm is a weighted mean-square error (MSE) approach to pattern recognition. It employs cloning of the erroneously classified samples to increase the population o...
M. A. Al-Alaoui, R. Mouci, M. M. Mansour, Rony Fer...
TSMC
2002
136views more  TSMC 2002»
13 years 3 months ago
Expertness based cooperative Q-learning
By using other agents' experiences and knowledge, a learning agent may learn faster, make fewer mistakes, and create some rules for unseen situations. These benefits would be ...
Majid Nili Ahmadabadi, Masoud Asadpour
TSMC
2002
134views more  TSMC 2002»
13 years 3 months ago
Incorporating soft computing techniques into a probabilistic intrusion detection system
There are a lot of industrial applications that can be solved competitively by hard computing, while still requiring the tolerance for imprecision and uncertainty that can be explo...
Sung-Bae Cho
TSMC
2002
102views more  TSMC 2002»
13 years 3 months ago
Generalized pursuit learning schemes: new families of continuous and discretized learning automata
The fastest learning automata (LA) algorithms currently available fall in the family of estimator algorithms introduced by Thathachar and Sastry [24]. The pioneering work of these ...
M. Agache, B. John Oommen
TSMC
2002
129views more  TSMC 2002»
13 years 3 months ago
A distributed robotic control system based on a temporal self-organizing neural network
A distributed robot control system is proposed based on a temporal self-organizing neural network, called competitive and temporal Hebbian (CTH) network. The CTH network can learn ...
Guilherme De A. Barreto, Aluizio F. R. Araú...
TSMC
2002
88views more  TSMC 2002»
13 years 3 months ago
Modified Gath-Geva fuzzy clustering for identification of Takagi-Sugeno fuzzy models
The construction of interpretable Takagi
János Abonyi, Robert Babuska, Ferenc Szeife...