Stefan Elfwing - Concepedia

Concepedia

Author

Stefan Elfwing

Okinawa Institute of Science and Technology Graduate University ORCID

Also Known As

Elfwing, Stefan, S. Elfwing, Stefan Elfwing

29

Publications

2.3K

Citations

13

H-Index

54

Concepts

All Affiliations

Okinawa Institute of Science and Technology Graduate University KTH Royal Institute of Technology Advanced Telecommunications Research Institute International

SE

About

Stefan Elfwing is an author at Okinawa Institute of Science and Technology Graduate University specializing in robot learning, engineering, and artificial intelligence.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	10	2.1K
2	Education	5	5	1.9K
3	Natural Sciences	2	2	43
4	Health Sciences	1	1	12
5	Medicine	1	1	12

Stefan Elfwing

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17

Publications

2.3K

Citations

13

H-Index

	Year	Citations
Sigmoid-weighted linear units for neural network function approximation in reinforcement learning Stefan Elfwing, Eiji Uchibe, Kenji Doya Neural Networks Artificial IntelligenceEngineeringMachine LearningNeural Networks (Machine Learning)Value Function Approximation	2018	1.8K
Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning Stefan Elfwing, Eiji Uchibe, Kenji Doya arXiv (Cornell University)	2017	72
Predictive uncertainty estimation for out-of-distribution detection in digital pathology Jasper Linmans, Stefan Elfwing, Jeroen van der Laak, Medical Image Analysis	2022	60
Modular deep reinforcement learning from reward and punishment for robot navigation Jiexin Wang, Stefan Elfwing, Eiji Uchibe Neural Networks Artificial IntelligenceEngineeringMachine LearningEducationReinforcement Learning (Educational Psychology)	2020	58
Evolutionary Development of Hierarchical Learning Structures Stefan Elfwing, Eiji Uchibe, Kenji Doya, IEEE Transactions on Evolutionary Computation Artificial IntelligenceCognitive ScienceEngineeringMachine LearningReward Hacking	2007	40
Parallel reward and punishment control in humans and robots: Safe reinforcement learning using the MaxPain algorithm Stefan Elfwing, Ben Seymour Artificial IntelligenceMaxpain AlgorithmCognitive ScienceEngineeringMachine Learning	2017	37
Co-evolution of Shaping Rewards and Meta-Parameters in Reinforcement Learning Stefan Elfwing, Eiji Uchibe, Kenji Doya, Adaptive Behavior Artificial IntelligenceEvolutionary Game TheoryEngineeringMachine LearningGame Theory	2008	36
Biologically Inspired Embodied Evolution of Survival Stefan Elfwing, Eiji Uchibe, Kenji Doya, BiologyEvolution StrategyEmbodied EvolutionFitnessEvolutionary Robotics	2005	33
Expected energy-based restricted Boltzmann machine for classification Stefan Elfwing, Eiji Uchibe, Kenji Doya Neural Networks Free EnergyEngineeringMachine LearningFunction ApproximationClassification Method	2014	33
Darwinian embodied evolution of the learning ability for survival Stefan Elfwing, Eiji Uchibe, Kenji Doya, Adaptive Behavior Artificial IntelligenceEngineeringEmbodied EvolutionFitnessEducation	2011	30

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