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Volume 2   Issue 1   Year 2007
Models of Adaptive Behavior and Problem of Origin of Intelligence

Red'ko Vladimir G.

Scientific-Research Institute for System Studies, Russian Academy of Sciences, Moscow, 119333, Russia

Abstract. An approach to the problem of evolutionary origin of intelligence is discussed; the approach is based on modeling of evolution of adaptive behavior. Works of leading laboratories in the field of simulation of adaptive behavior are characterized. A special attention is paid to reinforcement learning and adaptive critic designs. The project “Animat Brain” directed to development of a general platform for systematic designing of models of adaptive behavior is described. The results of investigation of the concrete model of evolution of self-learning agents that are based on adaptive critic designs are represented. The sketch program for future research of evolution of adaptive behavior is proposed.

Key words: adaptive behavior, problem of origin of intelligence, biological information processing systems, cognitive evolution, reinforcement learning.



Table of Contents Original Article
Math. Biol. Bioinf.
doi: 10.17537/2007.2.160
published in Russian

Abstract (rus.)
Abstract (eng.)
Full text (rus., pdf)


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