Q-PSP Learning: An Exploitation-Oriented Q-Learning Algorithm and Its Applications. - Tadashi Horiuchi; Akinori Fujino; Osamu Katai; Tetsuo Sawaragi (International Conference on Evolutionary Computation, 1996)

Genetic algorithm involving coevolution mechanism to search for effective genetic information. - Hisashi Handa; Norio Baba; Osamu Katai; Tetsuo Sawaragi; Tadashi Horiuchi (ICEC, 1997)

Graph-Based Induction for General Graph Structured Data. - Takashi Matsuda; Tadashi Horiuchi; Hiroshi Motoda; Takashi Washio; Kohei Kumazawa; Naohide Arai (Discovery Science, 1999)

Characterization of Default Knowledge in Ripple Down Rules Method. - Takuya Wada; Tadashi Horiuchi; Hiroshi Motoda; Takashi Washio (PAKDD, 1999)

Fuzzy Logic as Interfacing Media for Contraint Propagation Based on Theories of Chu Space and Information Flow. - Ken Sato; Tadashi Horiuchi; Toshihiro Hiraoka; Hiroshi Kawakami; Osamu Katai (RSFDGrC, 1999)

Graph-Based Induction for General Graph Structured Data and Its Application to Chemical Compound Data. - Takashi Matsuda; Tadashi Horiuchi; Hiroshi Motoda; Takashi Washio (Discovery Science, 2000)

Decision making process via constraint-oriented fuzzy logic based on Chu space theory. - Ken Sato; Tadashi Horiuchi; Toshihiro Hiraoka; Hiroshi Kawakami; Osamu Katai (FUZZ-IEEE, 2000)

Extension of Graph-Based Induction for General Graph Structured Data. - Takashi Matsuda; Tadashi Horiuchi; Hiroshi Motoda; Takashi Washio (PAKDD, 2000)

Coevolutionary GA with schema extraction by machine learning techniques and its application to knapsack problems. - Hisashi Handa; Tadashi Horiuchi; Osamu Katai; T. Kaneko; Tadataka Konishi; Mitsuru Baba (CEC, 2001)

Adaptive state construction for reinforcement learning and its application to robot navigation problems. - Hisashi Handa; Akira Ninomiya; Tadashi Horiuchi; Tadataka Konishi; Mitsuru Baba (SMC, 2001)

A Description Length-Based Decision Criterion for Default Knowledge in the Ripple Down Rules Method. - Takuya Wada; Tadashi Horiuchi; Hiroshi Motoda; Takashi Washio (Knowl. Inf. Syst., 2001)

A Novel Hybrid Framework of Coevolutionary GA and Machine Learning. - Hisashi Handa; Mitsuru Baba; Tadashi Horiuchi; Osamu Katai (Int. J. Comput. Intell. Appl., 2002)

Reinforcement Leaning of Fuzzy Control Rules with Context-Specitic Segmentation of Actions. - Hideki Yamagishi; Hiroshi Kawakami; Tadashi Horiuchi; Osamu Katai (J. Adv. Comput. Intell. Intell. Informatics, 2002)

A Study on Clustering Method by Self-Organizing Map and Information Criteria. - Satoru Kato; Tadashi Horiuchi; Yoshio Itoh (ICONIP (2), 2009)

A Shared Multi-particle Filter for Ball Position Estimation in RoboCup Small Size League Soccer Games. - Toshiyuki Beppu; Shota Aoki; Tadashi Horiuchi (ICARSC, 2016)

Experimental Study on Behavior Acquisition of Mobile Robot by Deep Q-Network. - Hikaru Sasaki; Tadashi Horiuchi; Satoru Kato (J. Adv. Comput. Intell. Intell. Informatics, 2017)