Microslip as a Simulated Artificial Mind  

Oleh:

Ogai, Yuta

Jenis: Article from Journal - e-Journal
Dalam koleksi: Adaptive Behavior vol. 16 no. 2-3 (Apr. 2008), page 129–147.
Topik: microslip; dynamical system; simulation; agent; neural network; riddled basin
Fulltext: 129.pdf (684.84KB)

Isi artikel

A microslip is a type of action hesitation we experience in everyday life, which highlights the gap between human action and machine action patterns. By proposing a simple computational model for microslips, we examine the microslip as an implicit parallel dynamics underneath human cognition. Here, an agent, given as a dynamical system of a simple neural architecture, takes one of two choices, whose neural net is evolved using a genetic algorithm. An evolved agent often shows a hierarchy of action primitives and intentionality, and the agent is sensitive to the subtle differences of the object’s layout, which results in a complex basin structures in the action-selection landscape.

Opini Anda

Klik untuk menuliskan opini Anda tentang koleksi ini!

Kembali