A Study of the Brachiation Type of Mobile Robot. 7th Report. Behavior Learning for Hierarchical Behavior-based Controller.
Bibliographic Information
- Other Title
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- ブラキエーション形移動ロボットの研究 第7報 階層形行動制御における行動学習
- ブラキエーションケイ イドウ ロボット ノ ケンキュウ ダイ7ホウ カイソウガタ コウドウ セイギョ ニ オケル コウドウ ガクシュウ
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Abstract
This paper introduces a brachiation type locomotion robot with 13D. O. F. and proposes a learning algorithm for a hierarchical behavior based controller. The brachiation type locomotion robot "Brachiator III" has similar mechanism and dimensions to a long-armed ape, which can perform dexterous motion using a redundant mechanism. A hierarchical behavior-based approach is useful to design a controller for a dynamical motion with multi-degree of freedoms. However some difficulties remain in adaptation phase when the objective behavior or environment conditions are changed. We propose a novel algorithm to improve a global behavior against these changes using Newton Raphson method. This algorithm measures the effects of local behavior controllers to the global behavior as a gradient information, and changes the amplitude of each behavior controller in fewer trials. This learning algorithm is applied to the brachiation robot control.
Journal
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- TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series C
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TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series C 67 (662), 3204-3211, 2001
The Japan Society of Mechanical Engineers
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Details 詳細情報について
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- CRID
- 1390282681333380096
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- NII Article ID
- 110002550799
- 130004234265
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- NII Book ID
- AN00187463
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- ISSN
- 18848354
- 03875024
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- NDL BIB ID
- 5952854
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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