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The Social Impact of Self-Regulation on the Evolution of Simple and Complex Creative Ideas

Published on Aug 08, 20142373 Views

Liane Gabora

Since creative individuals invest in unproven ideas at the expense of propagating proven ones, excess creativity can be detrimental to society; moreover, some individuals benefit from creati

ICCC 2014 - Ljubljana

Related categories

Artificial IntelligenceMachine LearningPhilosophyPsychologyArts

Chapter list

The Social Impact of Self-Regulation on the Evolution of Simple and Complex Creative Ideas00:00
Outline00:00
Honing Theory of Creativity00:35
Social Self-organization of Creativity02:15
EVOlution of Culture (EVOC): A Computational Model04:24
Artificial Agents05:34
An Iteration06:23
Outline of Typical Run07:17
EVAC07:54
Tradeoff between Proportion of Creators and How Creative They Should be08:06
Incorporating Social Regulation09:27
Segregation into Inventors and Imitators10:49
Social Regulation Increases Value and Diversity of Outputs13:33
Incorporation of Chaining13:38
Previous Results: Chaining Enables Open-ended Cumulative Change and Magnifies Effectiveness of Ability to Learn Trends13:54
Previous Results 2: Chaining Increases Diversity of Actions across Society14:07
Chaining Makes Effect of Social Regulation on Value and Diversity of Outputs Sustainable14:09
Conclusions14:48
Future Work15:54
Thank You!17:10
From theory to practice17:21
FaceCo - 118:35
FaceCo - 218:36
FaceCo - 318:40