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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Suzuki, M. |
| Copyright Year | 2008 |
| Description | Author affiliation: Dept. of Neurosci., Columbia Univ., Columbia, NY (Suzuki, M.) |
| Abstract | Complex visual tasks may be tackled with remarkably simple neural architectures generated by a co-evolutionary process of active vision and feature selection. This hypothesis has recently been tested in several robotic applications such as shape discrimination, car driving, indoor/outdoor navigation of a wheeled robot. Here we describe an experiment where this hypothesis is further examined in goal-oriented humanoid bipedal walking task. Hoap-2 humanoid robot equipped with a primitive vision system on its head is evolved while freely interacting with its environment. Unlike wheeled robots, bipedal walking robots are exposed to largely perturbed visual input caused by their own walking dynamics. We show that evolved robots are capable of coping with the dynamics and of accomplishing the task by means of active, efficient camera control. |
| Starting Page | 207 |
| Ending Page | 208 |
| File Size | 337409 |
| Page Count | 2 |
| File Format | |
| ISBN | 9781424434305 |
| DOI | 10.1109/FGCNS.2008.28 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2008-12-13 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Legged locomotion Shape Navigation Robot vision systems Humanoid robots humanoid robot neural networks Mobile robots bipedal walking Robot kinematics Machine vision Cameras active vision Testing |
| Content Type | Text |
| Resource Type | Article |
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