default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMichael Fairbank
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Books and Theses
- 2014
[b1]Michael Fairbank:
Value-gradient learning. City University London, UK, 2014
Journal Articles
- 2023
- [j14]Mahrad Pisheh Var
, Michael Fairbank, Spyridon Samothrakis:
A Minimal "Functionally Sentient" Organism Trained With Backpropagation Through Time. Adapt. Behav. 31(6): 531-544 (2023) - [j13]Mohammad Abdollahi, Xinan Yang, Moncef Ilies Nasri, Michael Fairbank:
Demand management in time-slotted last-mile delivery via dynamic routing with forecast orders. Eur. J. Oper. Res. 309(2): 704-718 (2023) - 2022
- [j12]Yixiang Gao, Shuhui Li, Yang Xiao, Weizhen Dong, Michael Fairbank, Bing Lu:
An Iterative Optimization and Learning-Based IoT System for Energy Management of Connected Buildings. IEEE Internet Things J. 9(21): 21246-21259 (2022) - [j11]Michael Fairbank, Spyridon Samothrakis, Luca Citi:
Deep Learning in Target Space. J. Mach. Learn. Res. 23: 8:1-8:46 (2022) - 2021
- [j10]Weizhen Dong, Shuhui Li, Xingang Fu, Zhongwen Li, Michael Fairbank, Yixiang Gao:
Control of a Buck DC/DC Converter Using Approximate Dynamic Programming and Artificial Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 68(4): 1760-1768 (2021) - 2020
- [j9]Shuhui Li, Hoyun Won, Xingang Fu, Michael Fairbank, Donald C. Wunsch, Eduardo Alonso:
Neural-Network Vector Controller for Permanent-Magnet Synchronous Motor Drives: Simulated and Hardware-Validated Results. IEEE Trans. Cybern. 50(7): 3218-3230 (2020) - 2015
- [j8]Eduardo Alonso, Michael Fairbank, Esther Mondragón:
Back to optimality: a formal framework to express the dynamics of learning optimal behavior. Adapt. Behav. 23(4): 206-215 (2015) - [j7]Xingang Fu, Shuhui Li, Michael Fairbank, Donald C. Wunsch, Eduardo Alonso:
Training Recurrent Neural Networks With the Levenberg-Marquardt Algorithm for Optimal Control of a Grid-Connected Converter. IEEE Trans. Neural Networks Learn. Syst. 26(9): 1900-1912 (2015) - 2014
- [j6]Michael Fairbank, Shuhui Li, Xingang Fu, Eduardo Alonso, Donald C. Wunsch II:
An adaptive recurrent neural-network controller using a stabilization matrix and predictive inputs to solve a tracking problem under disturbances. Neural Networks 49: 74-86 (2014) - [j5]Shuhui Li, Michael Fairbank, Cameron Johnson, Donald C. Wunsch, Eduardo Alonso, Julio L. Proao:
Artificial Neural Networks for Control of a Grid-Connected Rectifier/Inverter Under Disturbance, Dynamic and Power Converter Switching Conditions. IEEE Trans. Neural Networks Learn. Syst. 25(4): 738-750 (2014) - [j4]Michael Fairbank, Danil V. Prokhorov, Eduardo Alonso:
Clipping in Neurocontrol by Adaptive Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 25(10): 1909-1920 (2014) - 2013
- [j3]Michael Fairbank, Eduardo Alonso, Danil V. Prokhorov:
An Equivalence Between Adaptive Dynamic Programming With a Critic and Backpropagation Through Time. IEEE Trans. Neural Networks Learn. Syst. 24(12): 2088-2100 (2013) - 2012
- [j2]Michael Fairbank, Eduardo Alonso:
Efficient Calculation of the Gauss-Newton Approximation of the Hessian Matrix in Neural Networks. Neural Comput. 24(3): 607-610 (2012) - [j1]Michael Fairbank, Eduardo Alonso, Danil V. Prokhorov:
Simple and Fast Calculation of the Second-Order Gradients for Globalized Dual Heuristic Dynamic Programming in Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 23(10): 1671-1676 (2012)
Conference and Workshop Papers
- 2022
- [c18]Spyridon Samothrakis, Ana Matran-Fernandez, Umar I. Abdullahi, Michael Fairbank, Maria Fasli:
Grokking-like effects in counterfactual inference. IJCNN 2022: 1-8 - 2021
- [c17]Ishwar Venugopal, Jessica Töllich, Michael Fairbank, Ansgar Scherp:
A Comparison of Deep-Learning Methods for Analysing and Predicting Business Processes. IJCNN 2021: 1-8 - 2020
- [c16]Rokas Volkovas, Michael Fairbank, John R. Woodward, Simon Lucas:
Practical Game Design Tool: State Explorer. CoG 2020: 439-446 - [c15]Andreas Krause, Michael Fairbank:
Baseline win rates for neural-network based trading algorithms. IJCNN 2020: 1-6 - 2019
- [c14]Rokas Volkovas, Michael Fairbank, John R. Woodward, Simon M. Lucas:
Extracting Learning Curves From Puzzle Games. CEEC 2019: 150-155 - [c13]Rokas Volkovas, Michael Fairbank, John R. Woodward, Simon M. Lucas:
Mek: Mechanics Prototyping Tool for 2D Tile-Based Turn-Based Deterministic Games. CoG 2019: 1-8 - 2017
- [c12]Jonathan Doering, Michael Fairbank, Sheri Markose:
Convolutional neural networks applied to high-frequency market microstructure forecasting. CEEC 2017: 31-36 - [c11]Rokas Volkovas, Michael Fairbank, Diego Perez Liebana:
Diversity maintenance using a population of repelling random-mutation hill climbers. CEEC 2017: 37-42 - [c10]Spyridon Samothrakis, Tom Vodopivec, Michael Fairbank, Maria Fasli:
Convolutional-Match Networks for Question Answering. IJCAI 2017: 2686-2692 - 2016
- [c9]Spyridon Samothrakis, Tom Vodopivec, Maria Fasli, Michael Fairbank:
Match memory recurrent networks. IJCNN 2016: 1339-1346 - 2015
- [c8]Shuhui Li, Xingang Fu, Ishan Jaithwa, Eduardo Alonso, Michael Fairbank, Donald C. Wunsch II:
Control of Three-Phase Grid-Connected Microgrids using Artificial Neural Networks. IJCCI (NCTA) 2015: 58-69 - 2013
- [c7]Shuhui Li, Michael Fairbank, Xingang Fu, Donald C. Wunsch, Eduardo Alonso:
Nested-loop neural network vector control of permanent magnet synchronous motors. IJCNN 2013: 1-8 - [c6]Eduardo Alonso, Michael Fairbank:
Emergent and Adaptive Systems of Systems. SMC 2013: 1721-1725 - 2012
- [c5]Michael Fairbank, Eduardo Alonso:
A comparison of learning speed and ability to cope without exploration between DHP and TD(0). IJCNN 2012: 1-8 - [c4]Michael Fairbank, Eduardo Alonso:
Value-gradient learning. IJCNN 2012: 1-8 - [c3]Michael Fairbank, Eduardo Alonso:
The divergence of reinforcement learning algorithms with value-iteration and function approximation. IJCNN 2012: 1-8 - [c2]Shuhui Li, Donald C. Wunsch, Michael Fairbank, Eduardo Alonso:
Vector control of a grid-connected rectifier/inverter using an artificial neural network. IJCNN 2012: 1-7 - 1999
- [c1]Michael Fairbank, Andrew Tuson:
A Curvature Primal Sketch Neural Network Recognition System. ICANNGA 1999: 46-51
Informal and Other Publications
- 2020
- [i7]Michael Fairbank, Spyridon Samothrakis:
Deep Learning in Target Space. CoRR abs/2006.01578 (2020) - 2019
- [i6]Rokas Volkovas, Michael Fairbank, John R. Woodward, Simon M. Lucas:
Mek: Mechanics Prototyping Tool for 2D Tile-Based Turn-Based Deterministic Games. CoRR abs/1904.03540 (2019) - 2016
- [i5]Jialin Liu, Michael Fairbank, Diego Perez Liebana, Simon M. Lucas:
Optimal resampling for the noisy OneMax problem. CoRR abs/1607.06641 (2016) - 2013
- [i4]Michael Fairbank:
The Importance of Clipping in Neurocontrol by Direct Gradient Descent on the Cost-to-Go Function and in Adaptive Dynamic Programming. CoRR abs/1302.5565 (2013) - 2011
- [i3]Michael Fairbank, Eduardo Alonso:
The Local Optimality of Reinforcement Learning by Value Gradients, and its Relationship to Policy Gradient Learning. CoRR abs/1101.0428 (2011) - [i2]Michael Fairbank, Eduardo Alonso:
The Divergence of Reinforcement Learning Algorithms with Value-Iteration and Function Approximation. CoRR abs/1107.4606 (2011) - 2008
- [i1]Michael Fairbank:
Reinforcement Learning by Value Gradients. CoRR abs/0803.3539 (2008)
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 2024-10-07 22:20 CEST 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:
