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 |
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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
handa(at)info.kindai.ac.jp
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