日本神経回路学会誌
Online ISSN : 1883-0455
Print ISSN : 1340-766X
ISSN-L : 1340-766X
研究論文
会話的相互作用から得られる報酬にもとづいたインクリメンタルな単語概念の獲得
西崎 誠大森 隆司
著者情報
ジャーナル フリー

1999 年 6 巻 2 号 p. 106-116

詳細
抄録

Incremental learning of knowledge and context dependency of recognition are important characteristics for an intelligent machine in the real world environment. Unknown objects may appear among known objects in such environment and the context requires change of the recognition result even if the input is the same. The system has to learn which object is unknown, what knowledge is necessary and how the context acts on the recognition process. Associative memory model PATON (Pattern+ton) has been proposed to realize such context dependency of recognition on the basis of the attention vectors. External inputs and candidates for the recognition can both be selected by an attention vector. In this paper, we propose a method of incremental learning involving the attention vectors and the knowledge, based on a reward through conversational interactions between PATON and the environment.

著者関連情報
© 1999 日本神経回路学会
前の記事 次の記事
feedback
Top