Makoto Otsuka

Publication Activity (10 Years)

Years Active: 2008-2016
Publications (10 Years): 1

Top Topics

Theoretical Foundation

Probabilistic Graphical Models

Boltzmann Machines

Top Venues

Publications

Makoto Otsuka, Takayuki Osogami
A Deep Choice Model. AAAI (2016)
Takayuki Osogami, Makoto Otsuka
Learning dynamic Boltzmann machines with spike-timing dependent plasticity. CoRR (2015)
Takayuki Osogami, Makoto Otsuka
Restricted Boltzmann machines modeling human choice. NIPS (2014)
Stefan Elfwing, Makoto Otsuka, Eiji Uchibe, Kenji Doya
Free-Energy Based Reinforcement Learning for Vision-Based Navigation with High-Dimensional Sensory Inputs. ICONIP (1) (2010)
Makoto Otsuka, Junichiro Yoshimoto, Kenji Doya
Free-energy-based reinforcement learning in a partially observable environment. ESANN (2010)
Makoto Otsuka, Junichiro Yoshimoto, Kenji Doya
Robust Population Coding in Free-Energy-Based Reinforcement Learning. ICANN (1) (2008)