2015-

  • Takahisa Imagawa and Tomoyuki Kaneko. Estimating the maximum expected value through upper confidence bound of likelihood. Technologies and Applications of Artificial Intelligence, Taiwan, 2017. (to appear)
  • Shanchuan Wan and Tomoyuki Kaneko. Imitation Learning for Playing Shogi Based on Generative Adversarial Networks Technologies and Applications of Artificial Intelligence, Taiwan, 2017. (to appear)
  • Y. Mandai and T. Kaneko: Improved LinUCT and Its Evaluation on Incremental Random-Feature Tree, IEEE CIG 2016, pp. 1--8 (DOI: 10.1109/CIG.2016.7860440).
  • T. Imagawa and T. Kaneko: Monte Carlo Tree Search with Robust Exploration, LNCS, Computers and Games 2016. pp. 34-46. (doi: 10.1007/978-3-319-50935-8_4)
  • Y. Mandai and T. Kaneko: LinUCB Applied to Monte Carlo Tree Search, Theoretical Computer Science. Volume 644, 6 September 2016, Pages 114-126. doi: 10.1016/j.tcs.2016.06.035
  • S. Omori and T. Kaneko: Learning of Evaluation Functions to Realize Playing Styles in Shogi, LNCS, PRICAI. 367-379. DOI: 10.1007/978-3-319-42911-3_31
  • Machine Learning of Evaluation Functions and Playing Styles in Shogi, TCGA, June 4, 2016 (invited talk)
  • Recent Improvements in Game Tree Search Techniques and Shogi, @NCTU, June 3, 2016 (invited talk)
  • Machine Learning of Evaluation Functions and Playing Styles in Shogi, JAIST Symposium on Game & Entertainment Technology & Its Application, (Feb. 10, invited talk)
  • T. Imagawa and T. Kaneko: Enhancements in Monte Carlo Tree Search Algorithms for Biased Game Trees, the 2015 IEEE Conference on Computational Intelligence and Games (CIG 2015), 43-50. DOI:10.1109/CIG.2015.7317924
  • S. Yokoyama, T. Kaneko, and T. Tetsuro: Parameter-Free Tree Style Pipeline in Asynchronous Parallel Game-Tree Search, The 14th International Conference on Advances in Computer and Games, LNCS, (210-222)
  • Y. Mandai and T. Kaneko: LinUCB Applied to Monte Carlo Tree Search, The 14th International Conference on Advances in Computer and Games, LNCS, (41-52)

2010-2014

  • K. Hoki and T. Kaneko (2014) "Large-Scale Optimization for Evaluation Functions with Minimax Search", Volume 49, pages 527-568. JAIR.
  • Kunihito Hoki, Tomoyuki Kaneko, Daisaku Yokoyama, Takuya Obata, Hiroshi Yamashita, Yoshimasa Tsuruoka, and Takeshi Ito: Distributed-Shogi-System Akara 2010 and its Demonstration, The International Association for Computer and Information Science (ACIS), International Journal of Computer & Information Science, 14(2), 55-63, December 2013.
  • A System-Design Outline of the Distributed-Shogi-System Akara 2010
    K. Hoki, T. Kaneko, D. Yokoyama, T. Obata, H. Yamashita, Y. Tsuruoka, T. Ito. 14th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), 466-471, 2013
  • Parallel Dovetailing and Its Application to Depth-First Proof-Number Search.
    Kunihito Hoki, Tomoyuki Kaneko, Akihiro Kishimoto and Takeshi Ito. ICGA Journal, 36(1), 22--36, 2013 (2013 ICGA Journal Award)
  • Analysis of Evaluation-Function Learning by Comparison of Sibling Nodes. (slides)
    Tomoyuki Kaneko and Kunihito Hoki. Advances in Computer Games 13, 2011.
    (LNCS 7168, pp. 158--169, 2012)
  • The Global Landscape of Objective Functions for the Optimization of Shogi Piece Values with Game-Tree Search.
    Kunihito Hoki and Tomoyuki Kaneko. Advances in Computer Games 13, 2011.
    (LNCS 7168, pp. 184--195, 2012)
  • Infinite Connect-Four is Solved: Draw.
    Yoshiaki Yamaguchi, Kazunori Yamaguchi, Tetsuro Tanaka and Tomoyuki Kaneko. Advances in Computer Games 13.
    (LNCS 7168, pp. 208--219, 2012)
  • Scalable Distributed Monte-Carlo Tree Search.
    Kazuki Yoshizoe, Akihiro Kishimoto, Tomoyuki Kaneko, Haruhiro Yoshimoto and Yutaka Ishikawa. In Proceedings of the 4th Symposium on Combinatorial Search (SoCS'2011), pages 180-187, 2011
  • Evaluation of Game Tree Search Methods by Game Records
    Takeuchi, S.; Kaneko, T.; Yamaguchi, K.; IEEE Transactions on Computational Intelligence and AI in Games, 2 (4), 288 - 302, Dec. 2010.
  • Parallel Depth First Proof Number Search
    T. Kaneko, AAAI2010, pp. 95--100, 2010.

2005-2009

2000-2004


Tomoyuki Kaneko kaneko@graco.c.u-tokyo.ac.jp