default search action
Stefan Elfwing
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2023
- [j9]Jasper Linmans
, Stefan Elfwing
Predictive uncertainty estimation for out-of-distribution detection in digital pathology. Medical Image Anal. 83: 102655 (2023) - 2021
- [j8]Jiexin Wang
Modular deep reinforcement learning from reward and punishment for robot navigation. Neural Networks 135: 115-126 (2021)
2010 – 2019
- 2018
- [j7]Stefan Elfwing
Sigmoid-weighted linear units for neural network function approximation in reinforcement learning. Neural Networks 107: 3-11 (2018) - [c8]Stefan Elfwing, Eiji Uchibe, Kenji Doya:
Online meta-learning by parallel algorithm competition. GECCO 2018: 426-433 - [c7]Jiexin Wang, Stefan Elfwing, Eiji Uchibe:
Deep Reinforcement Learning by Parallelizing Reward and Punishment using the MaxPain Architecture. ICDL-EPIROB 2018: 175-180 - [i3]Stefan Elfwing, Eiji Uchibe, Kenji Doya:
Unbounded Output Networks for Classification. CoRR abs/1807.09443 (2018) - 2017
- [c6]Stefan Elfwing, Ben Seymour:
Parallel reward and punishment control in humans and robots: Safe reinforcement learning using the MaxPain algorithm. ICDL-EPIROB 2017: 140-147 - [i2]Stefan Elfwing, Eiji Uchibe, Kenji Doya:
Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning. CoRR abs/1702.03118 (2017) - [i1]Stefan Elfwing, Eiji Uchibe, Kenji Doya:
Online Meta-learning by Parallel Algorithm Competition. CoRR abs/1702.07490 (2017) - 2016
- [j6]Stefan Elfwing, Eiji Uchibe
From free energy to expected energy: Improving energy-based value function approximation in reinforcement learning. Neural Networks 84: 17-27 (2016) - 2015
- [j5]Stefan Elfwing, Eiji Uchibe
Expected energy-based restricted Boltzmann machine for classification. Neural Networks 64: 29-38 (2015) - 2013
- [j4]Stefan Elfwing, Eiji Uchibe
Scaled free-energy based reinforcement learning for robust and efficient learning in high-dimensional state spaces. Frontiers Neurorobotics 7: 3 (2013) - 2011
- [j3]Stefan Elfwing, Eiji Uchibe
Darwinian embodied evolution of the learning ability for survival. Adapt. Behav. 19(2): 101-120 (2011) - 2010
- [c5]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: 215-222
2000 – 2009
- 2009
- [c4]Stefan Elfwing, Eiji Uchibe, Kenji Doya:
Emergence of Different Mating Strategies in Artificial Embodied Evolution. ICONIP (2) 2009: 638-647 - [p1]Stefan Elfwing, Eiji Uchibe, Kenji Doya:
Co-evolution of Rewards and Meta-parameters in Embodied Evolution. Creating Brain-Like Intelligence 2009: 278-302 - 2008
- [j2]Stefan Elfwing, Eiji Uchibe
Co-evolution of Shaping Rewards and Meta-Parameters in Reinforcement Learning. Adapt. Behav. 16(6): 400-412 (2008) - 2007
- [b1]Stefan Elfwing:
Embodied Evolution of Learning Ability. KTH Royal Institute of Technology, Sweden, 2007 - [j1]Stefan Elfwing, Eiji Uchibe
Evolutionary Development of Hierarchical Learning Structures. IEEE Trans. Evol. Comput. 11(2): 249-264 (2007) - 2005
- [c3]Stefan Elfwing, Eiji Uchibe, Kenji Doya, Henrik I. Christensen:
Biologically inspired embodied evolution of survival. Congress on Evolutionary Computation 2005: 2210-2216 - 2004
- [c2]Stefan Elfwing, Eiji Uchibe, Kenji Doya, Henrik I. Christensen:
Multi-agent reinforcement learning: using macro actions to learn a mating task. IROS 2004: 3164-3169 - 2003
- [c1]Stefan Elfwing, Eiji Uchibe, Kenji Doya:
An Evolutionary Approach to Automatic Construction of the Structure in Hierarchical Reinforcement Learning. GECCO 2003: 507-509
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-01-13 02:00 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: