Academic Staff and Fellows

Hisashi HANDA
Professor Dr. of Informatics
Department/Informatics  Graduate school/Electronic Engineering

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