Takaomi Hirata

According to our database, Takaomi Hirata authored at least 3 papers between 2016 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2020

Search Heuristics for the Optimization of DBN for Time Series Forecasting.

Takashi Kuremoto, Takaomi Hirata, Masanao Obayashi, Kunikazu Kobayashi, Shingo Mabu

Proceedings of the Deep Neural Evolution - Deep Learning with Evolutionary Computation, 2020

2018

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

2016

Deep Belief Network Using Reinforcement Learning and Its Applications to Time Series Forecasting.

Takaomi Hirata, Takashi Kuremoto, Masanao Obayashi, Shingo Mabu, Kunikazu Kobayashi

Proceedings of the Neural Information Processing - 23rd International Conference, 2016