Integrating Language and Cognition in Grounded Adaptive Agents

EOARD Grant # 053060

 


 

 

Publications:

Cangelosi A., Hourdakis E. & Tikhanoff V. Language acquisition and symbol grounding transfer with neural networks and cognitive robots. Proceedings of IJCNN2006: 2006 International Joint Conference on Neural Networks. Vancouver, July 2006. pdf

Tikhanoff  V., Fontanari J.F., Cangelosi A. & Perlovsky L.I. Language and cognition integration through modeling field theory: Simulations on category formation for symbol grounding. ICANN2006 International Conference on Artificial Neural Networks. Athens, September 2006. pdf

Cangelosi A., Tikhanoff V. Integrating Action and Language in Cognitive Robots:
Experiments with Modeling Field Theory. To be presented at Fusion 2006 Conference, Satellite EOARD workshop, Firenze, 10 July 2006 pdf

Tikhanoff V., Cangelosi A., Fontanari J.F. & Perlovsky L.I (submitted). Scaling up of action repertoire in linguistic cognitive agents. KIMAS 07 Integration of Knowledge Intensive Multi-Agent Systems. Waltham April-May 2007. pdf

 

Selected Bibliographical References:  

Cangelosi A. (2001). Evolution of communication and language using signals, symbols and words. IEEE Transaction on Evolutionary Computation. 5(2), 93-101

Cangelosi  A., Bugmann G. & Borisyuk R. (Eds) (2005). Modelling Language, Cognition and Action: Proceedings of the 9th Neural Computation and Psychology Workshop. Singapore: World Scientific.

Fontanari J., Perlovsky L. (2005) Meaning Creation and Modeling Field Theory. KIMAS 2005 Waltham, MA, USA

Hourdakis E., Cangelosi A., (2005). The acquisition of language in epigenetic robots. ESSCS Annual Workshop of the European Society for the study of Cognitive Systems, London, June 1-3 2005

Marocco D., Cangelosi A., Nolfi S. (2003). The emergence of communication in evolutionary robots. Philosophical Transactions of the Royal Society Lonodn - A, 361: 2397-2421

Perlovsky L. (2004). Integrating language and cognition. IEEE Connections, 2(2), 8-13

Perlovsky L. (2001). Neural Networks and Intellect: Using Model-Based Concepts. Oxford University Press, New York.

Steels L. (2003). Evolving Grounded Communication for Robots. Trends in Cognitive Sciences, 7(7), 308-312

Steels L. (1996), Perceptually grounded meaning creation, Proceedings of the Second International Conference on Multi-Agent Systems, ICMAS-96, 338-344, 1996