書誌事項
- タイトル別名
-
- A Method of the Generalized Skill Acquisition of Virtual Mobile Robot for Adapting Environmental Changes using Genetic Algorithms
- イデンテキ アルゴリズム ニヨル カソウテキ ナ イドウ ロボット ノ カンキ
この論文をさがす
抄録
We propose a method for acquisition of generalized action-decision rules for mobile robot which is based on the assumption that selection of adequate focal point is important for the skill acquisition. The method makes it effective to acquire the generalized knowledge which are robust against environmental changes, especially unknown environment. The skill acquisition starts from discovery of rules to drive a robot to a goal point under a certain environment using genetic algorithm. Then, for the generalization of acquired rules, we select an adequate sensing range of the robot for detecting obstacles, which is described in the if-part of rules. Results of computer simulation show that the extracted skills work well to accelerate the learning of robot under new environment.
収録刊行物
-
- 電気学会論文誌C(電子・情報・システム部門誌)
-
電気学会論文誌C(電子・情報・システム部門誌) 118 (2), 136-141, 1998
一般社団法人 電気学会
- Tweet
詳細情報 詳細情報について
-
- CRID
- 1390282679583687936
-
- NII論文ID
- 130006842962
- 10004438111
- 10002812924
-
- NII書誌ID
- AN10065950
-
- ISSN
- 13488155
- 03854221
-
- NDL書誌ID
- 4391701
-
- データソース種別
-
- JaLC
- NDL
- Crossref
- CiNii Articles
-
- 抄録ライセンスフラグ
- 使用不可