Search Results - Gradient-based learning algorithm

An Analytic Policy Gradient-Based Deep Reinforcement Learning Motion Cueing Algorithm for Driving Simulators

Authors: Xiaowei Huang Xuhua Shi Peiyao Wang et al.

Source: IEEE Access, Vol 13, Pp 81507-81523 (2025)

Subject Terms: Motion cueing algorithm, deep reinforcement learning, analytic policy gradient (APG), driving simulator, differentiable simulator, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Access URL: https://doaj.org/article/dea12f7c1c7845df8ddfff01c0e46757

Efficient and convergent natural gradient based optimization algorithms for machine learning

Authors: Sánchez López, Borja

Contributors: University/Department: Universitat de Barcelona. Departament de Matemàtiques i Informàtica

Thesis Advisors: Cerquides Bueno, Jesús, López Sánchez, Maite

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Aprenentatge automàtic, Aprendizaje automático, Machine learning, Optimització matemàtica, Optimización matemática, Mathematical optimization, Programació (Matemàtica), Programación matemática, Mathematical programming, Algorismes computacionals, Algoritmos computacionales, Computer algorithms, Convergència (Matemàtica), Convergencia, Convergence, Ciències Experimentals i Matemàtiques

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/689000

Value-Gradient Based Formulation of Optimal Control Problem and Machine Learning Algorithm

Authors: Alain Bensoussan Jiayue Han Sheung Chi Phillip Yam et al.

Source: SIAM Journal on Numerical Analysis. 61:973-994

Subject Terms: Optimization and Control (math.OC), 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, 02 engineering and technology, 0101 mathematics, Mathematics - Optimization and Control, 01 natural sciences

Access URL: http://arxiv.org/abs/2103.09280

Convergence of a Gradient-Based Learning Algorithm With Penalty for Ridge Polynomial Neural Networks

Authors: Qinwei Fan Jigen Peng Haiyang Li et al.

Source: IEEE Access, Vol 9, Pp 28742-28752 (2021)

Subject Terms: high order neural networks, smoothing Group Lasso, ridge polynomial neural network, 0202 electrical engineering, electronic engineering, information engineering, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, 0101 mathematics, Convergence, 01 natural sciences, TK1-9971

Access URL: https://ieeexplore.ieee.org/ielx7/6287639/9312710/09311170.pdf
https://doaj.org/article/d08d8abfe023489e97d4503a1561247b
https://doaj.org/article/d08d8abfe023489e97d4503a1561247b
https://ieeexplore.ieee.org/document/9311170/
https://doi.org/10.1109/ACCESS.2020.3048235
https://dblp.uni-trier.de/db/journals/access/access9.html#FanPLL21

Big data dimensionality reduction-based supervised machine learning algorithms for NASH diagnosis.

Authors: Tutsoy, Onder Ozturk, Huseyin Ali Sumbul, Hilmi Erdem

Source: BMC Bioinformatics; 10/21/2025, Vol. 26 Issue 1, p1-19, 19p

Subject Terms: BIG data, NON-alcoholic fatty liver disease, PARTICLE swarm optimization, LEAST squares, OPTIMIZATION algorithms, ARTIFICIAL neural networks, SUPERVISED learning, DIMENSIONAL reduction algorithms

Model-Free Control of Time-Delay Systems via Policy Gradient Based Adaptive Learning Algorithm

Authors: Shunchao Zhang Yongwei Zhang Derong Liu et al.

Source: 2020 2nd International Conference on Industrial Artificial Intelligence (IAI). :1-6

Subject Terms: 0209 industrial biotechnology, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: http://xplorestaging.ieee.org/ielx7/9262087/9262155/09262213.pdf?arnumber=9262213
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=9262213

Gradient Based Dynamic Epsilon Decay Q Learning Algorithm for Agent Path Planning

Authors: GAYATHRI SOMAN M.V. Judy

A Gradient-Based Reinforcement Learning Algorithm for Multiple Cooperative Agents

Authors: Zhen Zhang Dongqing Wang Dongbin Zhao et al.

Source: IEEE Access, Vol 6, Pp 70223-70235 (2018)

Subject Terms: cooperative tasks, Q-learning, 0202 electrical engineering, electronic engineering, information engineering, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, gradient ascent, Multi-agent reinforcement learning, TK1-9971

Access URL: https://doaj.org/article/8eaebd97e1574567be7a7f56af0df567
https://dblp.uni-trier.de/db/journals/access/access6.html#ZhangWZHS18
https://ieeexplore.ieee.org/document/8517104

On Gradient-Based Learning in Continuous Games

Authors: Eric Mazumdar Lillian J. Ratliff S. Shankar Sastry

Source: SIAM Journal on Mathematics of Data Science. 2:103-131

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, 0209 industrial biotechnology, Statistics - Machine Learning, multiagent learning, 0202 electrical engineering, electronic engineering, information engineering, Machine Learning (stat.ML), 02 engineering and technology, gradient-based algorithms, continuous games, Machine Learning (cs.LG)

Access URL: https://epubs.siam.org/doi/pdf/10.1137/18M1231298
http://arxiv.org/abs/1804.05464
https://arxiv.org/abs/1804.05464v3
https://arxiv.org/pdf/1804.05464v3
https://ui.adsabs.harvard.edu/abs/2018arXiv180405464M/abstract
https://epubs.siam.org/doi/pdf/10.1137/18M1231298
https://epubs.siam.org/doi/abs/10.1137/18M1231298
https://doi.org/10.1137/18M1231298
https://dblp.uni-trier.de/db/journals/simods/simods2.html#MazumdarRS20

A Gradient-Based Learning Algorithm for Mobile Robot Path Planning in Environment Exploration

Authors: Zhiliang Wu Yiqiang Wang

Source: Mechanisms and Machine Science ISBN: 9783030918910

一种基于梯度的多智能体元深度强化学习算法.

Alternate Title: Gradient-based multi-agent meta deep reinforcement learning algorithm.

Authors: 赵春宇 赖俊 陈希亮 et al.

Source: Application Research of Computers / Jisuanji Yingyong Yanjiu. May2024, Vol. 41 Issue 5, p1356-1361. 6p.

Convergence of a modified gradient-based learning algorithm with penalty for single-hidden-layer feed-forward networks

Authors: Jian Wang Bingjie Zhang Zhaoyang Sang et al.

Source: Neural Computing and Applications. 32:2445-2456

Subject Terms: 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/journals/nca/nca32.html#WangZSLWM20
https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002288813957427
https://link.springer.com/article/10.1007/s00521-018-3748-y
https://doi.org/10.1007/s00521-018-3748-y

A gradient-based learning method with smoothing group L0 regularization for interval perceptron and interval weights.

Authors: Liu, Yan Cui, Jinru Wang, Rui et al.

Source: Computational & Applied Mathematics; Jul2025, Vol. 44 Issue 5, p1-33, 33p

Subject Terms: NP-hard problems, MATHEMATICAL regularization, INTERVAL analysis, MEAN square algorithms, ARTIFICIAL neural networks, MONOTONIC functions, MACHINE learning

Convergence analysis of the batch gradient-based neuro-fuzzy learning algorithm with smoothing L 1/2 regularization for the first-order Takagi–Sugeno system

Authors: Yan Liu Dakun Yang

Source: Fuzzy Sets and Systems. 319:28-49

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://www.sciencedirect.com/science/article/pii/S0165011416302287
https://dblp.uni-trier.de/db/journals/fss/fss319.html#LiuY17

A Simple Gradient-based Metric Learning Algorithm for Object Recognition

Authors: Zaidi, N A Squire, D McG Suter, D

Subject Terms: Other information and computing sciences not elsewhere classified

A supervised gradient-based learning algorithm for optimized entity resolution

Authors: Orion F. Reyes-Galaviz Witold Pedrycz Nick J. Pizzi et al.

Source: Data & Knowledge Engineering. 112:106-129

Subject Terms: 13. Climate action, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 16. Peace & justice

Access URL: https://jglobal.jst.go.jp/detail?JGLOBAL_ID=201702246147367903
https://www.sciencedirect.com/science/article/pii/S0169023X16302038
https://doi.org/10.1016/j.datak.2017.10.004
https://dl.acm.org/doi/10.1016/j.datak.2017.10.004
https://dblp.uni-trier.de/db/journals/dke/dke112.html#Reyes-GalavizPH17

A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks

Authors: Shujaat Khan Muhammad Moinuddin Jawwad Ahmad et al.

Source: Circuits, Systems, and Signal Processing. 37:593-612

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/journals/cssp/cssp37.html#KhanANM18
https://rd.springer.com/article/10.1007/s00034-017-0572-z
https://research-repository.uwa.edu.au/en/publications/a-novel-fractional-gradient-based-learning-algorithm-for-recurren
https://link.springer.com/article/10.1007/s00034-017-0572-z
https://link.springer.com/10.1007/s00034-017-0572-z

A meta-learning approach for selecting image segmentation algorithm

Authors: Gabriel Jonas Aguiar Rafael Gomes Mantovani Saulo M. Mastelini et al.

Contributors: Gabriel Jonas Aguiar Rafael Gomes Mantovani Saulo M. Mastelini et al.

Source: Pattern Recognition Letters. 128:480-487

Subject Terms: Image segmentation, Meta-learning, Gradient-based techniques, Algorithm recommendation, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Gradient-based technique

File Description: application/pdf

Access URL: https://hdl.handle.net/11368/3004529
https://www.sciencedirect.com/science/article/pii/S0167865519302983
https://dblp.uni-trier.de/db/journals/prl/prl128.html#AguiarMMCCJ19
http://ui.adsabs.harvard.edu/abs/2019PaReL.128..480A/abstract
https://www.sciencedirect.com/science/article/pii/S0167865519302983
https://bv.fapesp.br/pt/publicacao/173650/a-meta-learning-approach-for-selecting-image-segmentation-al
https://hdl.handle.net/11368/3004529
https://www.sciencedirect.com/science/article/pii/S0167865519302983
https://doi.org/10.1016/j.patrec.2019.10.018

D2PG: deep deterministic policy gradient based for maximizing network throughput in clustered EH-WSN.

Authors: Farmani, Mojtaba Farnam, Saman Mohammadi, Razieh et al.

Source: Wireless Networks (10220038); Jan2025, Vol. 31 Issue 1, p377-390, 14p

Subject Terms: REINFORCEMENT learning, DEEP reinforcement learning, MACHINE learning, TELECOMMUNICATION, ENERGY levels (Quantum mechanics), MULTICASTING (Computer networks)

Big data dimensionality reduction-based supervised machine learning algorithms for NASH diagnosis

Authors: Onder Tutsoy Huseyin Ali Ozturk Hilmi Erdem Sumbul

Source: BMC Bioinformatics, Vol 26, Iss 1, Pp 1-19 (2025)

Subject Terms: Big data, Dimension reduction, Feature selection, Prediction model, NASH disease, Supervised machine learning, Computer applications to medicine. Medical informatics, R858-859.7, Biology (General), QH301-705.5

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2105

Access URL: https://doaj.org/article/d332ec21bc0d4b92befed39d4cb820ae