Concepedia

Stefan Elfwing

SE

Statistics

Publications

17

Citations

2.4K

H-Index

14

Active since

2005

Affiliations

Okinawa Institute of Science and Technology Graduate University(Current)

KTH Royal Institute of Technology

Advanced Telecommunications Research Institute International

Stefan Elfwing is an author at Okinawa Institute of Science and Technology Graduate University specializing in reinforcement learning, computer science, and computing.

ORCID

Publications per year

2005–2023

17

Publications

17

Sigmoid-weighted linear units for neural network function approximation in reinforcement learning

Stefan Elfwing, Eiji Uchibe, Kenji Doya · Neural Networks · 2018 · 1.9K citations · Full text

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Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning

Stefan Elfwing, Eiji Uchibe, Kenji Doya · arXiv (Cornell University) · 2017 · 77 citations · Full text

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Predictive uncertainty estimation for out-of-distribution detection in digital pathology

Jasper Linmans, Stefan Elfwing, Jeroen van der Laak et al. · Medical Image Analysis · 2022 · 70 citations · Full text

, , +15

Modular deep reinforcement learning from reward and punishment for robot navigation

Jiexin Wang, Stefan Elfwing, Eiji Uchibe · Neural Networks · 2020 · 61 citations · Full text

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Evolutionary Development of Hierarchical Learning Structures

Stefan Elfwing, Eiji Uchibe, Kenji Doya et al. · IEEE Transactions on Evolutionary Computation · 2007 · 40 citations · Full text

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