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cs.LG2018
Unbounded Output Networks for Classification
Stefan Elfwing, Eiji Uchibe, Kenji Doya
We proposed the expected energy-based restricted Boltzmann machine (EE-RBM) as a discriminative RBM method for classification. Two characteristics of the EE-RBM are that the output…
cs.LG2017★ 2 cited
Online Meta-learning by Parallel Algorithm Competition
Stefan Elfwing, Eiji Uchibe, Kenji Doya
The efficiency of reinforcement learning algorithms depends critically on a few meta-parameters that modulates the learning updates and the trade-off between exploration and exploi…