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Training Recurrent Neural Networks by Evolino
J. Schmidhuber, D. Wierstra, M. Gagliolo, F. Gomez: Training Recurrent Neural Networks by Evolino. Neural Computation, 19(3), March 2007.
Anticipatory Behaviour based on Prediction of Image Sequences
Using Particle Filters to Anticipate the Location of Reappearance of a Temporarily Hidden Target
The Interplay of Analogy-Making with Active Vision and Motor Control in Anticipatory Robots
Kiryazov, K., Petkov, G., Grinberg, M. , Kokinov, B., and Balkenius, C. (2007). The Interplay of Analogy-Making with Active Vision and Motor Control in ...
The benefits of anticipation
Johansson, B. and Balkenius, C. (2006). The benefits of anticipation: an experimental study. In Butz, M., Sigaud, O., Pezzulo, G., and Baldassarre, G. (Eds.), ...
A developmental approach to dynamic scene understanding
Balkenius, C., and Johansson, B. (2006). A developmental approach to dynamic scene understanding. Proceedings of the Sixth International Conference on ...
A developmental approach to dynamic scene understanding
Balkenius, C., and Johansson, B. (2006). A developmental approach to dynamic scene understanding. Proceedings of the Sixth International Conference on ...
Event Prediction and Object Motion Estimation in the Development of Visual Attention
Balkenius, C., and Johansson, B. (2005). Event Prediction and Object Motion Estimation in the Development of Visual Attention. Proceedings of the Fifth ...
Robots with Anticipation and Attention
Johansson, B., and Balkenius, C. (2005). Robots with Anticipation and Attention. In Funk, P. , Rognvaldsson, T., and Xiong, N. (Eds.) Advances in Artificial ...
It's a Child's Game - Investigating Cognitive Development with Playing Robots
Johansson, B., and Balkenius, C. (2005). It's a Child's Game: Investigating Cognitive Development with Playing Robots. Proceedings of the International ...
The benefits of surprise in dynamic environments: from Theory to Pratice
(submitted to) 2nd International Conference on Affective Computing and Intelligent Interaction – ACII-07, 2007.
Surprise as shortcut for Anticipation: clustering Mental States in Reasoning
To enhance effectiveness in real world applications, autonomous agents have to develop cognitive competencies and anticipatory capabilities. Here we point ...
Anticipatory coordination through action observation and behavior adaptation
Michele Piunti, Cristiano Castelfranchi and Rino Falcone. In AISB 2007 Symposium Mindful Environments, Newcastle (2007).
Rule-based evolutionary online learning systems
Butz, M.V. (2006). Rule-based evolutionary online learning systems: A principled approach to LCS analysis and design. Studies in Fuzziness and Soft Computing ...
Problem Solution Sustenance in XCS
Butz, M.V., Goldberg, D.E., Lanzi, P.L., & Sastry, K. (2007). Problem Solution Sustenance in XCS: Markov Chain Analysis of Niche Support Distributions and ...
Automated global structure extraction for effective local building block processing in XCS
Butz, M.V., Pelikan, M., Llorà, X., & Goldberg, D.E. (2006) Automated global structure extraction for effective local building block processing in XCS. ...
Gradient descent methods in learning classifier systems
Butz, M.V., Goldberg, D.E., & Lanzi, P.L. (2005) Gradient descent methods in learning classifier systems: Improving XCS performance in multistep problems. IEEE ...
Studying XCS/BOA learning in Boolean functions
Butz, M.V., & Pelikan, M. (2006). Studying XCS/BOA learning in Boolean functions: Structure encoding and random boolean functions. Proceedings of the Genetic ...
Hyper-ellipsoidal conditions in XCS
Butz, M.V., Lanzi, P. L., Wilson, S. W. (2006). Hyper-ellipsoidal conditions in XCS: Rotation, linear approximation, and solution structure. Proceedings of the ...
The Interplay of Analogy-Making with Active Vision and Motor Control in Anticipatory Robots
Kiril Kiryazov, Georgi Petkov, Maurice Grinberg, Boicho Kokinov, Christian Balkenius (2006); Anticipatory Behavior in Adaptive Learning Systems: From Brains ...
Modeling Top-Down Perception and Analogical Transfer with Single Anticipatory Mechanism.
Georgi Petkov, Kiril Kiryazov, Maurice Grinberg, Boicho Kokinov (2007); Proceedings of the Second European Cognitive Science Conference, Greece
The cognitive and behavioral mediation of institutions: Towards an account of institutional actions
Tummolini L., Castelfranchi C. (2006); Cognitive Systems Research, 7(2-3), 307-323.
Establishing Mutual Beliefs by Joint Attention: towards a Formal Model of Public Events.
Lorini E., Tummolini L., Herzig A. (2005); In Bruno G. Bara, Lawrence Barsalou, & Monica Bucciarelli, Proceedings of the XXVII Annual Conference of the ...
“Exhibitionists” and “Voyeurs” do it better: a Shared Environment for Flexible Coordination with Tacit Messages
Tummolini, L., Castelfranchi C., Ricci, A. Viroli, M., Omicini, A. (2005); in H. van Parunak, D. Weyns (Eds.) Lecture Notes in Artificial Intelligence, LNAI ...
Modeling Expectations in Cognitive Agents
Lorini, E., Falcone, R. (2005); In Proceedings of AAAI 2005 Fall Symposium-From Reactive to Anticipatory Cognitive Embodied Systems, Arlington, Virginia, USA, ...
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Anticipatory Cognitive Science is a research field that ensembles artificial intelligence, biology, psychology, neurology, engineering and philosophy in order to build anticipatory cognitive systems that are able to face human tasks with the same anticipatory capabilities and performance. In deep: Cognitive science is the interdisciplinary study of mind and intelligence, embracing philosophy, psychology, artificial intelligence, neuroscience, linguistics, and anthropology. Its intellectual origins are in the mid-1950s when researchers in several fields began to develop theories of mind based on complex representations and computational procedures. Its organizational origins are in the mid-1970s when the Cognitive Science Society was formed and the journal Cognitive Science began. Since then, more than sixty universities in North America, Europe, Asia, and Australia have established cognitive science programs, and many others have instituted courses in cognitive science.