Robust Population Coding in Free-Energy-Based Reinforcement Learning. - Makoto Otsuka; Junichiro Yoshimoto; Kenji Doya (ICANN (1), 2008)

Free-energy-based reinforcement learning in a partially observable environment. - Makoto Otsuka; Junichiro Yoshimoto; Kenji Doya (ESANN, 2010)

Free-Energy Based Reinforcement Learning for Vision-Based Navigation with High-Dimensional Sensory Inputs. - Stefan Elfwing; Makoto Otsuka; Eiji Uchibe; Kenji Doya (ICONIP (1), 2010)

Restricted Boltzmann machines modeling human choice. - Takayuki Osogami; Makoto Otsuka (NIPS, 2014)

Learning dynamic Boltzmann machines with spike-timing dependent plasticity. - Takayuki Osogami; Makoto Otsuka (CoRR, 2015)

A Deep Choice Model. - Makoto Otsuka; Takayuki Osogami (AAAI, 2016)

EarWiggl'In: The Ear Wiggling Input Method for Smart Glasses using Pressure Sensors on Nose Pads. - Makoto Otsuka (CHI Extended Abstracts, 2025)

Black-box optimization and quantum annealing for filtering out mislabeled training instances. - Makoto Otsuka; Kento Kodama; Keisuke Morita; Masayuki Ohzeki (CoRR, 2025)