Modeling incubation and restructuring for creative problem solving in robots
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- 作者：Jerald D. Kralika ; jerald.kralik@gmail.com" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Tao MaobAuthor Vitae ; Zhao ChengbAuthor Vitae ; Laura E. Rayb ; lray@dartmouth.edu" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae
- 关键词：Robot creative problem solving ; Insight ; Computational cognitive neuroscience ; Evolution of higher-level cognition
- 刊名：Robotics and Autonomous Systems
- 出版年：2016
- 出版时间：December 2016
- 年：2016
- 卷：86
- 期：Complete
- 页码：162-173
- 全文大小：1815 K
文摘
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Proposes a single computational model for the dual challenge of complexity and creativity.
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Compares model simulation to quantitative data on insightful problem solving by rhesus monkeys.
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The model accounts for observed discontinuous problem-solving and spontaneous generalization.
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Implements model in a vision-equipped robot to solve the same insight problem from camera percepts.
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Shows how the creative brain may address the challenges of complex environments and creativity.