Academic Staff and Fellows

HANDA Hisashi
Professor Dr. of Informatics
Graduate school/Electronic Engineering Innovative Engineering(兼担)

Humans and biological life forms appropriately sift through information while achieving intelligent behavior. In this laboratory, we are researching efficient, high-performance learning and evolutionary algorithms inspired by nature and living organisms.

Evolutionary Learning of Segway Robots

Research Area Evolutionary Computation
Research Interests Graph-based Evolutionary Algorithms
Constitution of Non-Player Characteristics by Neuroevolution
Learning Analystics
Selected Publications (1) Evolutionary Learning with Deep Boltzmann Machine for Mario AI Championships, IEEJ Transactions on Electronics, Information and Systems, Vol. 134 (2014), No. 11, pp.1738-1745

(2) On the effect of dimensionality reduction by Manifold Learning for Evolutionary Learning, Evolving Systems, Vol.2, No.4, pp.235-247, 2011

(3)Neuroevolution with manifold learning for playing Mario, Int. J. Bio-Inspired Computation, Vol. 4, No. 1, pp.14-26, 2012
Education
(Undergraduate Course)
Osaka Kyoiku University
Kyoto University

Computational Intelligence Research Group

E-mail handa(at)info.kindai.ac.jp
  • Note that this e-mail address has replaced the "@" with "(at)" to prevent spam. When e-mailing, replace the "(at)" with "@".

Academic Staff and Fellows