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Turchin V.F. A constructive interpretation of the full set theory // Journal of Symbolic Logic, 1987. V. 52. No. 1. PP. 172 201 .. . : .: , 1993 (1- .). .: , 2000 (2- .): http://www.refal.net/turchin/phenomenon/ :

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: (Reinforcement Learning) :

(Reinforcement Learning, Richard Sutton, Andrew Barto, ) t = 1,2, , St , at , rt (, rt > 0 , rt < 0 ) , , Rt = k k rt+k, 0 < < 1 SARSA Q(St , at) , , St at . . St rt at St+1

rt+1 at+1 St+2 Q(St , at) . : => t 1 - Q(St , at): a* = arg maxa{Q(St , at)}, => , 0 < << 1. , Q(St , at) : Q(St , at) = [rt + Q(St+1 , at+1) - Q(St , at) ] , , > 0, 0 < < 1, 1 - << 1. 1980- . .

, , , . .. , (life-as-it-could-be), , life-as-it-could-be), , (life-as-it-could-be), , life-as-we-know-it). , Laird L.E. The Soar Cognitive Architecture. Cambridge et al.: The MIT Press, 2012. Newel A. Unified Theory of Cognition, Cambridge, 1990

SOAR (State, Operator And Result) http://sitemaker.umich.edu/soar/home .. Biologically Inspired Cognitive Architectures (BICA). life-as-it-could-be), , Biologically Inspired Cognitive Architectures 2010 : BICA-2013 (). . .

, . Vernon D., Metta G., Sandini G. A survey of artificial cognitive systems: Implications for the autonomous development of mental capabilities in computational agents // IEEE Transactions on Evolutionary Computation, special issue on Autonomous Mental Development, 2007. V. 11. No. 2. P. 151-180. .. , .. .. // ( ). 2008. . 3. 1. . 25-78. http://www.niisi.ru/iont/ni/Journal/

V3/N1/Vityaev.pdf .., .. // ( ). 2008. . 3. 1. . 79-108. http://www.niisi.ru/iont/ni/Journal/V3/N1/DeminVityaev.pdf (.. ), (.. , .. , .. ), (.. ), (.. , .. , .. )

.. // - 2010. II II - "2010". . .: , 2010. . 106-160. , , .., .. // .: , 2006. . 280-286. .. . .: . , 2009

Witkowski M. An action-selection calculus // Adaptive Behavior, 2007. V. 15. No. 1. P. 73-97. Butz M.V., Sigaud O., Pezzulo G., Baldassarre G. (Eds.). Anticipatory Behavior in Adaptive Learning Systems: From Brains to Individual and Social Behavior. LNAI 4520, Berlin, Heidelberg: Springer Verlag, 2007. .., .., .., ..

( ) , .

, . . , . Weir A.A.S., Chappell J., Kacelnik A. Science. 2002. V. 297. P. 981-983

Taylor A.H., Elliffe D., Hunt G.R., Gray R.D. Proc. R. Soc. B. 2010. V. 277. P. 2637-2643. : 1) . 2) . 3) . 3 , , . 4 , , ,

. , , .., .., .. // . . 2008. 1. .85-93. - -

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0 > M(t) M(t) M(t) = k1 M(t-1) + (t) + I(t) , t , t = 1 , k1 , (0 < k1 < 1, 1-k1 << 1 ) (t) 0 I(t) : I(t) = k2 (Scurr Slast)/ Slast , k2 > 0, Scurr , Slast

I(t) = 0 d = 90 = 0.5 (S = 0.25 2) = 1.5 (S = 2.25 2) L = 2 k0 = 1, k1 = 0.99, k2 = 0.007, = 0.05 / = ), 10/120 c ( ) 5/60 c (

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// ( ). 2012, . 7. 1. . 266-273. URL: http://www.matbio.org/2012/Koval2012(7_266).pdf , , . . FF , FS FR TF , TS , TR . . : 1) , 2) 3) . : S A . S , , .

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t 200 BICA-2011 , ( ), Chella A., Lebiere C., Noelle D.C., Samsonovich A.V. On a roadmap to biologically in-spired cognitive agents // Proceedings of BICA-2012. . 453-460

-? .. . - // -2011 , . ( .. .. , ) : ? -? Redko V.G. Principles of functioning of autonomous agentphysicist // Proceedings of BICA 2012. P. 265-266.

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