Designing and Evaluation of Mobile Robot using Optical Information .TAU.-margin
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- Fujii Hiroyuki
- The Kagawa National College of Technology
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- Nagata Yuichi
- The Tokyo Institute of Technology
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- Ono Isao
- The Tokyo Institute of Technology
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- Kobayashi Shigenobu
- The Tokyo Institute of Technology
Bibliographic Information
- Other Title
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- 光学的情報τを用いた移動ロボットの設計と評価
- コウガクテキ ジョウホウ タウ オ モチイタ イドウ ロボット ノ セッケイ ト ヒョウカ
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Abstract
In this paper, we consider taking tau-margin, which specifies time remaining before collision without information of speed and distance proposed in ecological psychology, into design of mobile robot. We try to reduce state-space and give robot robustness for change in speed by using tau-margin. We carried out various experiments to evaluate implemented robot. As a result, we confirmed the robot could achieve obstacle avoidance task regardless of changing in speed of the robot and complete learning of relatively complicated tasks using several robots in a short time. Finally, we confirmed acquired policy has robustness for speed of robots.
Journal
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- Journal of the Robotics Society of Japan
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Journal of the Robotics Society of Japan 28 (10), 1189-1200, 2010
The Robotics Society of Japan
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Details 詳細情報について
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- CRID
- 1390282679701693696
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- NII Article ID
- 10027648214
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- NII Book ID
- AN00141189
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- ISSN
- 18847145
- 02891824
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- NDL BIB ID
- 10941607
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed