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Minority games with finite score memory

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arxiv cond-mat/0407595 v1 pith:WRKXJMGW submitted 2004-07-22 cond-mat.dis-nn cond-mat.stat-mech

Minority games with finite score memory

classification cond-mat.dis-nn cond-mat.stat-mech
keywords gamesfinitememoryscoreanalyticalmethodsminorityagent
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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We analyze grand-canonical minority games with infinite and finite score memory and different updating timescales (from `on-line' games to `batch' games) in detail with various complementary methods, both analytical and numerical. We focus on the emergence of `stylized facts' and on the production of exploitable information, as well as on the dynamic behaviour of the models. We find that with finite score memory no agent can be frozen, and that all the current analytical methods fail to provide satisfactory explanation of the observed behaviours.

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