Acquiring a Government Bond Trading Strategy Using Reinforcement Learning. - Tohgoroh Matsui; Takashi Goto 004; Kiyoshi Izumi (J. Adv. Comput. Intell. Intell. Informatics, 2009)

Trading Tests of Long-Term Market Forecast by Text Mining. - Kiyoshi Izumi; Takashi Goto 004; Tohgoroh Matsui (ICDM Workshops, 2010)

Compound Reinforcement Learning: Theory and an Application to Finance. - Tohgoroh Matsui; Takashi Goto 004; Kiyoshi Izumi; Yu Chen 007 (EWRL, 2011)