Deep Belief Network Using Reinforcement Learning and Its Applications to Time Series Forecasting. - Takaomi Hirata; Takashi Kuremoto; Masanao Obayashi; Shingo Mabu; Kunikazu Kobayashi (ICONIP (3), 2016)

Forecasting Real Time Series Data using Deep Belief Net and Reinforcement Learning. - Takaomi Hirata; Takashi Kuremoto; Masanao Obayashi; Shingo Mabu; Kunikazu Kobayashi (J. Robotics Netw. Artif. Life, 2018)

Search Heuristics for the Optimization of DBN for Time Series Forecasting. - Takashi Kuremoto; Takaomi Hirata; Masanao Obayashi; Kunikazu Kobayashi; Shingo Mabu (Deep Neural Evolution, 2020)