Multi User Learning Agent (MULA) based on Social Interaction

DOI Web Site Web Site 5 Citations 18 References

Bibliographic Information

Other Title
  • 社会的インタラクションに基づくマルチューザ学習エージェント(MULA)(<論文特集>IDEA: 適応のためのインタラクション設計)
  • 社会的インタラクションに基づくマルチユーザ学習エージェント(MULA)
  • シャカイテキ インタラクション ニ モトヅク マルチユーザ ガクシュウ エージェント MULA

Search this article

Abstract

In this paper, we propose Multi User Learning Agent (MULA) to interact with various types of people effectively towards realization of Social Interaction. MULA is equipped with two functions for social learning. One is direct learning function by individualization of user parameters, and another is indirect learning function by past experience and the similarity between each users. MULA adopts an extended classifier system, which uses a classifier strength and a user profile for each people. Each person's classifier strength is enhanced by the interaction with the person and the past experience by similar type of people. We verified the effect of MULA by experimenting in interaction with six human beings using AIBO ERS-220A. It confirmed that this system promoted learning efficiently to two or more persons.

Journal

Citations (5)*help

See more

References(18)*help

See more

Related Projects

See more

Keywords

Details 詳細情報について

Report a problem

Back to top