Výsledky vyhľadávania - Gradient-based learning algorithm*

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

Autori: Xiaowei Huang Xuhua Shi Peiyao Wang a ďalší

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

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

Prístupová URL adresa: https://doaj.org/article/dea12f7c1c7845df8ddfff01c0e46757

Bridging Genetic Algorithms and Gradient-Based Learning: A Case Study on the Dinosaur Game

Autori: Ömer Bilgin Bilgili Kemal Uçak

Zdroj: 2025 7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA). :1-5

Efficient and convergent natural gradient based optimization algorithms for machine learning

Autori: Sánchez López, Borja

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

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

Zdroj: TDX (Tesis Doctorals en Xarxa)

Predmety: 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

Popis súboru: application/pdf

Prístupová URL adresa: http://hdl.handle.net/10803/689000

Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond

Autori: Chen, Weiyu Lin, Baijiong Zhang, Xiaoyuan a ďalší

Predmety: Machine Learning, FOS: Computer and information sciences, Machine Learning (stat.ML), Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2501.10945

Enhancing hyperparameters of LSTM network models through Genetic Algorithm for Virtual Learning Environment prediction

Autori: Edi Ismanto Hadhrami Ab Ghani Nurul Izrin Md Saleh

Zdroj: International Journal of Electronics and Telecommunications, Vol vol. 71, Iss No 4, Pp 1-10 (2025)

Predmety: short-term memory, genetic algorithm, adaptive gradient-based, hyperparameter optimization, virtual learning environment, Electrical engineering. Electronics. Nuclear engineering, TK1-9971, Telecommunication, TK5101-6720

Popis súboru: electronic resource

Relation: https://journals.pan.pl/Content/136924/22-4771-Ismanto_sk.pdf; https://doaj.org/toc/2081-8491; https://doaj.org/toc/2300-1933

Prístupová URL adresa: https://doaj.org/article/775bf4ebb73a49ac91fdd3ccf1c25c91

A Stochastic-Gradient-Based Interior-Point Algorithm for Solving Smooth Bound-Constrained Optimization Problems

Autori: Frank E. Curtis Vyacheslav Kungurtsev Daniel P. Robinson a ďalší

Zdroj: SIAM Journal on Optimization. 35:1030-1059

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Optimization and Control, Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2304.14907

Gradient-Based Optimisers Versus Genetic Algorithms in Deep Learning Architectures: A Case Study on Rainfall Estimation Over Complex Terrain

Autori: Yash Bhisikar Nirmal Govindaraj Venkatavihan Devaki a ďalší

Predmety: 13. Climate action, 15. Life on land, 6. Clean water

Multi-agent Gradient-Based Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning

Autori: Jineng Ren

Zdroj: International Journal of Computational Intelligence Systems, Vol 17, Iss 1, Pp 1-18 (2024)

Predmety: Multi-agent actor-critic algorithm, 0209 industrial biotechnology, Electronic computers. Computer science, 0202 electrical engineering, electronic engineering, information engineering, Distributed reinforcement learning, Gradient temporal difference, Off policy, QA75.5-76.95, 02 engineering and technology

Prístupová URL adresa: https://doaj.org/article/3fd1277c9b234751b5bfbbae5d5a0742

A Modified Learning Method for First-order Takagi-Sugeno Fuzzy System: Gradient-based Neuro-fuzzy Algorithm Employing Smoothing Group Lasso Regularization

Autori: Rui Wang Yan Liu Yuanquan Liu a ďalší

Zdroj: 2023 International Conference on New Trends in Computational Intelligence (NTCI). :160-164

Hybrid Generalized Regularized Extreme Learning Machine Through Gradient-Based Optimizer Model for Self-Cleansing Nondeposition with Clean Bed Mode of Sediment Transport

Autori: Enes Gul Mir Jafar Sadegh Safari

Zdroj: Big Data. 12:282-298

Predmety: Machine Learning, Geologic Sediments, Models, Theoretical, Algorithms

Prístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/36881757

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

Autori: Alain Bensoussan Jiayue Han Sheung Chi Phillip Yam a ďalší

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

Predmety: 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

Prístupová URL adresa: http://arxiv.org/abs/2103.09280

A study of natural robustness of deep reinforcement learning algorithms towards adversarial perturbations

Autori: Qisai Liu Xian Yeow Lee Soumik Sarkar a ďalší

Prispievatelia: Qisai Liu Xian Yeow Lee Soumik Sarkar a ďalší

Zdroj: AI Open, Vol 5, Iss, Pp 126-141 (2024)

Predmety: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms, Deep reinforcement learning, White-box attack, Heuristic-based attacks, Gradient-based attacks, Electronic computers. Computer science, Adversarial attacks, Black-box attacks, QA75.5-76.95, DegreeDisciplines::Engineering::Mechanical Engineering, Robustness

Popis súboru: application/pdf

Prístupová URL adresa: https://doaj.org/article/a5b9a8b0e2644b76aecd9d6a6148bb08

GRADIENT-BASED OPTIMIZATION ALGORITHMS FOR HYPERPARAMETER TUNING OF SCIKIT-LEARN MACHINE LEARNING MODELS

Autori: K.V. Parfentev D.D. Pronin V.K. Borisov a ďalší

Zdroj: Современные наукоемкие технологии (Modern High Technologies). 1:67-74

Improving the Resilience of Gradient-Based Distributed Learning Algorithms with FABA

Autori: Jonathan Noutcha Ngapi Paulin Melatagia Yonta

Zdroj: Lecture Notes in Networks and Systems ISBN: 9783031539626

Joint Optimization of Concave Scalarized Multi-Objective Reinforcement Learning with Policy Gradient Based Algorithm

Autori: Qinbo Bai Mridul Agarwal Vaneet Aggarwal

Zdroj: Journal of Artificial Intelligence Research. 74:1565-1597

Predmety: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 01 natural sciences, 0105 earth and related environmental sciences

Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm

Autori: Qingsong Zhang Cheng Deng Heng Huang a ďalší

Zdroj: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. :2598-2607

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Optimization and Control (math.OC), FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Distributed, Parallel, and Cluster Computing (cs.DC), 02 engineering and technology, Mathematics - Optimization and Control, Machine Learning (cs.LG)

Prístupová URL adresa: http://arxiv.org/abs/2203.10329
https://dblp.uni-trier.de/db/conf/cikm/cikm2021.html#ZhangGDDH21
https://dl.acm.org/doi/pdf/10.1145/3459637.3482249

A gradient-based learning method with smoothing group $$L_0$$ regularization for interval perceptron and interval weights: A gradient-based learning method with smoothing group \(L_0\) regularization for interval perceptron and interval weights

Autori: Yan Liu Jinru Cui Rui Wang a ďalší

Zdroj: Computational and Applied Mathematics. 44

Predmety: smoothing approximation, interval weights, convergence, General topics in the theory of algorithms, group \(L_0\) regularization, interval perceptron

Popis súboru: application/xml

Prístupová URL adresa: https://zbmath.org/8034220
https://doi.org/10.1007/s40314-025-03180-4

Enhancing hyperparameters of LSTM network models through Genetic Algorithm for Virtual Learning Environment prediction.

Autori: Ismanto, Edi Ghani, Hadhrami Ab Md Saleh, Nurul Izrin

Zdroj: International Journal of Electronics & Telecommunications; 2025, Vol. 71 Issue 4, p1-10, 10p

Predmety: LONG short-term memory, GENETIC algorithms, EVOLUTIONARY algorithms, MACHINE learning, VIRTUAL classrooms, ESTIMATION theory, EDUCATIONAL technology

GenGradAttack: Efficient and Robust Targeted Adversarial Attacks Using Genetic Algorithms and Gradient-Based Fine-Tuning

Autori: Agarwal, Naman Pope, James Rocha, Ana Paula a ďalší

Prispievatelia: Agarwal, Naman Pope, James Rocha, Ana Paula a ďalší

Zdroj: Agarwal, N & Pope, J 2024, GenGradAttack : Efficient and Robust Targeted Adversarial Attacks Using Genetic Algorithms and Gradient-Based Fine-Tuning . in A P Rocha, L Steels & J van den Herik (eds), Proceedings of the 16th International Conference on Agents and Artificial Intelligence : ICAART . vol. 3, ICAART-International Conference on Agents and Artificial Intelligence, SciTePress, pp. 202-209, ICAART2024, Rome, Italy, 24/02/24 . https://doi.org/10.5220/0012314700003636

Predmety: Privacy Preservation, Image Classification, Adversarial Machine Learning

Popis súboru: application/pdf

Prístupová URL adresa: https://research-information.bris.ac.uk/en/publications/0ee1948e-fac8-4a81-b0ae-8013cabb9776
https://hdl.handle.net/1983/0ee1948e-fac8-4a81-b0ae-8013cabb9776

Yield prediction for crops by gradient-based algorithms.

Autori: Mahesh P Soundrapandiyan R

Zdroj: PloS one [PLoS One] 2024 Aug 26; Vol. 19 (8), pp. e0291928. Date of Electronic Publication: 2024 Aug 26 (Print Publication: 2024).

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Výrazy zo slovníka MeSH: Crops, Agricultural*/growth & development , Algorithms* , Machine Learning*, Agriculture/methods ; Oryza/growth & development ; Temperature