Works about REINFORCEMENT learning

Results: 5000

Dependent-Chance Goal Programming for Sustainable Supply Chain Design: A Reinforcement Learning-Enhanced Salp Swarm Approach.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6079, doi. 10.3390/su17136079

By:

Boutmir, Yassine;
Bannari, Rachid;
Touil, Achraf;
Fri, Mouhsene;
Benmoussa, Othmane

Publication type:

Article

Intelligent Control of the Main Steam Flow Rate for the Municipal Solid Waste Incineration Process.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6036, doi. 10.3390/su17136036

By:

Pian, Jinxiang;
Liu, Jianyong;
Tang, Jian;
Hou, Jing

Publication type:

Article

Intelligent Assurance of Resilient UAV Navigation Under Visual Data Deficiency for Sustainable Development of Smart Regions.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6030, doi. 10.3390/su17136030

By:

Semenov, Serhii;
Krupska-Klimczak, Magdalena;
Wasiuta, Olga;
Krzaczek, Beata;
Mieczkowski, Patryk;
Głowacki, Leszek;
Yu, Jian;
He, Jiang;
Chernykh, Olena

Publication type:

Article

Model-Based Deep Reinforcement Learning for Energy Efficient Routing of a Connected and Automated Vehicle.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 5727, doi. 10.3390/su17135727

By:

Leech, David R.;
Yoon, Hwan-Sik

Publication type:

Article

Multi-Objective Scheduling Method for Integrated Energy System Containing CCS+P2G System Using Q-Learning Adaptive Mutation Black-Winged Kite Algorithm.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 5709, doi. 10.3390/su17135709

By:

Shi, Ruijuan;
Yan, Xin;
Fan, Zuhao;
Tu, Naiwei

Publication type:

Article

Flash-Attention-Enhanced Multi-Agent Deep Deterministic Policy Gradient for Mobile Edge Computing in Digital Twin-Powered Internet of Things.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2164, doi. 10.3390/math13132164

By:

Gao, Yuzhe;
Yuan, Xiaoming;
Wang, Songyu;
Chen, Lixin;
Zhang, Zheng;
Wang, Tianran

Publication type:

Article

M-Learning: Heuristic Approach for Delayed Rewards in Reinforcement Learning.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2108, doi. 10.3390/math13132108

By:

Perdomo Charry, Cesar Andrey;
Mora Cortes, Marlon Sneider;
Perdomo, Oscar J.

Publication type:

Article

Adaptive Dynamic Programming-Based Intelligent Finite-Time Flexible SMC for Stabilizing Fractional-Order Four-Wing Chaotic Systems.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2078, doi. 10.3390/math13132078

By:

Vu, Mai The;
Kim, Seong Han;
Pham, Duc Hung;
Thanh, Ha Le Nhu Ngoc;
Pham, Van Huy;
Roohi, Majid

Publication type:

Article

Gaussian Process with Vine Copula-Based Context Modeling for Contextual Multi-Armed Bandits.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2058, doi. 10.3390/math13132058

By:

Kim, Jong-Min

Publication type:

Article

A Deep Reinforcement-Learning-Based Route Optimization Model for Multi-Compartment Cold Chain Distribution.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2039, doi. 10.3390/math13132039

By:

Hu, Jingming;
Wang, Chong

Publication type:

Article

Research on Autonomous Vehicle Lane-Keeping and Navigation System Based on Deep Reinforcement Learning: From Simulation to Real-World Application.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2738, doi. 10.3390/electronics14132738

By:

Cheng, Chia-Hsin;
Lin, Hsiang-Hao;
Luo, Yu-Yong

Publication type:

Article

Autonomous Reinforcement Learning for Intelligent and Sustainable Autonomous Microgrid Energy Management.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2691, doi. 10.3390/electronics14132691

By:

Ioannou, Iacovos;
Javaid, Saher;
Tan, Yasuo;
Vassiliou, Vasos

Publication type:

Article

Research on Multi-Agent Collaborative Scheduling Planning Method for Time-Triggered Networks.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2575, doi. 10.3390/electronics14132575

By:

Chen, Changsheng;
Zhao, Anrong;
Zhang, Zhihao;
Zhang, Tao;
Fan, Chao

Publication type:

Article

A Lightweight Double-Deep Q-Network for Energy Efficiency Optimization of Industrial IoT Devices in Thermal Power Plants.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2569, doi. 10.3390/electronics14132569

By:

Gao, Shuang;
Zou, Yuntao;
Feng, Li

Publication type:

Article

Enhancing Spectrum Utilization in Cognitive Radio Networks Using Reinforcement Learning with Snake Optimizer: A Meta-Heuristic Approach.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2525, doi. 10.3390/electronics14132525

By:

Farhi, Haider;
Messai, Abderraouf;
Berghout, Tarek

Publication type:

Article

Autonomous construction framework for crane control with enhanced soft actor–critic algorithm and real‐time progress monitoring.

Published in:

Computer-Aided Civil & Infrastructure Engineering, 2025, v. 40, n. 18, p. 2612, doi. 10.1111/mice.13427

By:

Xiao, Yifei;
Yang, T. Y.;
Xie, Fan

Publication type:

Article

Leak Management in Water Distribution Networks Through Deep Reinforcement Learning: A Review.

Published in:

Water (20734441), 2025, v. 17, n. 13, p. 1928, doi. 10.3390/w17131928

By:

Javed, Awais;
Wu, Wenyan;
Sun, Quanbin;
Dai, Ziye

Publication type:

Article

Short-Term Optimal Scheduling of Pumped-Storage Units via DDPG with AOS-LSTM Flow-Curve Fitting.

Published in:

Water (20734441), 2025, v. 17, n. 13, p. 1842, doi. 10.3390/w17131842

By:

Ma, Xiaoyao;
Pan, Hong;
Zheng, Yuan;
Hang, Chenyang;
Wu, Xin;
Li, Liting

Publication type:

Article

Model-Data Hybrid-Driven Real-Time Optimal Power Flow: A Physics-Informed Reinforcement Learning Approach.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3483, doi. 10.3390/en18133483

By:

Zhang, Ximing;
Ma, Xiyuan;
Yu, Yun;
Yang, Duotong;
Lin, Zhida;
Zhou, Changcheng;
Xu, Huan;
Li, Zhuohuan

Publication type:

Article

Intelligent Management of Renewable Energy Communities: An MLaaS Framework with RL-Based Decision Making.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3477, doi. 10.3390/en18133477

By:

Gonçalves, Rafael;
Gomes, Diogo;
Antunes, Mário

Publication type:

Article

Application of deep reinforcement learning in parameter optimization and refinement of turbulence models.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-00351-5

By:

Zhang, Zhan

Publication type:

Article

A scalable reinforcement learning framework inspired by hippocampal memory mechanisms for efficient contextual and sequential decision making.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10586-x

By:

Poursiami, Hamed;
Moshruba, Ayana;
Cooper, Keiland W.;
Gobin, Derek;
Kaiser, Md Abdullah-Al;
Singh, Ankur;
Noor, Rouhan;
Shahbaba, Babak;
Jaiswal, Akhilesh;
Fortin, Norbert J.;
Parsa, Maryam

Publication type:

Article

A multimodal deep reinforcement learning approach for IoT-driven adaptive scheduling and robustness optimization in global logistics networks.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10512-1

By:

Lu, Yao

Publication type:

Article

XSQ-Learning: Adaptive Similarity Thresholds for Accelerated and Stable Q-Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7281, doi. 10.3390/app15137281

By:

Rodríguez González, Ansel Y.;
López Díaz, Roberto E.;
Ávila Sansores, Shender M.;
Sánchez Cervantes, María G.

Publication type:

Article

Reinforcement Learning Agent for Multi-Objective Online Process Parameter Optimization of Manufacturing Processes.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7279, doi. 10.3390/app15137279

By:

Paranjape, Akshay;
Quader, Nahid;
Uhlmann, Lars;
Berkels, Benjamin;
Wolfschläger, Dominik;
Schmitt, Robert H.;
Bergs, Thomas

Publication type:

Article

Research on Wellbore Trajectory Optimization and Drilling Control Based on the TD3 Algorithm.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7258, doi. 10.3390/app15137258

By:

Gu, Haipeng;
Wu, Yang;
Li, Xiaowei;
Hou, Zhaokai

Publication type:

Article

Predictive Optimal Control Mechanism of Indoor Temperature Using Modbus TCP and Deep Reinforcement Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7248, doi. 10.3390/app15137248

By:

Kim, Hongkyun;
Ejaz, Muhammad Adnan;
Lee, Kyutae;
Cho, Hyun-Mook;
Kim, Do Hyeun

Publication type:

Article

Solving Collaborative Scheduling of Production and Logistics via Deep Reinforcement Learning: Considering Limited Transportation Resources and Charging Constraints.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 6995, doi. 10.3390/app15136995

By:

Huang, Xianping;
Chen, Yong;
Yi, Wenchao;
Pei, Zhi;
Cheng, Ziwen

Publication type:

Article

Applying Reinforcement Learning to Protect Deep Neural Networks from Soft Errors.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4196, doi. 10.3390/s25134196

By:

Su, Peng;
Li, Yuhang;
Lu, Zhonghai;
Chen, Dejiu

Publication type:

Article

Long-Endurance Collaborative Search and Rescue Based on Maritime Unmanned Systems and Deep-Reinforcement Learning †.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4025, doi. 10.3390/s25134025

By:

Dong, Pengyan;
Liu, Jiahong;
Tao, Hang;
Zhao, Yang;
Feng, Zhijie;
Luo, Hanjiang

Publication type:

Article

Distributed Multi-Agent Deep Reinforcement Learning-Based Transmit Power Control in Cellular Networks.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4017, doi. 10.3390/s25134017

By:

Kim, Hun;
So, Jaewoo

Publication type:

Article

Platform-enterprise collaborative scheduling in cloud manufacturing with deep reinforcement learning.

Published in:

International Journal of Modeling, Simulation & Scientific Computing, 2025, v. 16, n. 3, p. 1, doi. 10.1142/S1793962325410107

By:

Niu, Wenbo;
Liu, Yongkui;
Ping, Yaoyao;
Zhang, Lin

Publication type:

Article

Application of Deep Learning-Based Personalized Learning Path Prediction and Resource Recommendation for Inheriting Scientist Spirit in Graduate Education.

Published in:

Computer Science & Information Systems, 2025, v. 22, n. 3, p. 1229, doi. 10.2298/CSIS241125043L

By:

Peixia Li;
Zhiyong Ding

Publication type:

Article

Hybrid Detection Framework Using Natural Language Processing (NLP) and Reinforcement Learning (RL) for Cross-Site Scripting (XSS) Attacks.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 736, doi. 10.14569/ijacsa.2025.0160673

By:

Abuda, Carlo Jude P.

Publication type:

Article

An Interpretable Transformer-Based Approach for Context-Aware and Stylistically Aligned Academic Paraphrasing.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 609, doi. 10.14569/ijacsa.2025.0160660

By:

Khan, A. Z.;
Sharma, Ritu;
Kumar, K. Kiran;
Muniyandy, Elangovan;
Kumar, Raman;
Baker El-Ebiary, Yousef A.;
S., Prema;
Shahin, Osama R.

Publication type:

Article

Deep Reinforcement Learning Based Robotic Arm Control Simulation to Execute Object Reaching Task for Industrial Application.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 668, doi. 10.14569/ijacsa.2025.0160666

By:

Correa, John Mark;
Candare, Rudolph Joshua;
Matias, Junrie B.

Publication type:

Article

Reinforcement Learning Improves SVM-Driven Algorithms for Classifying Multi-Sensor Data for Medical Monitoring.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 437, doi. 10.14569/ijacsa.2025.0160642

By:

Zhiwei Xuan;
Yajie Liu

Publication type:

Article

Reinforcement Learning for Real-Time Scheduling in Dynamic Reconfigurable Manufacturing Systems.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 6, p. 398, doi. 10.14569/ijacsa.2025.0160639

By:

Hammedi, Salah;
Namoun, Abdallah;
Shili, Mohamed

Publication type:

Article

A Hybrid Machine Learning Framework for Dynamic Resource Optimization in 5G Networks.

Published in:

Wireless Personal Communications, 2025, v. 141, n. 1, p. 21, doi. 10.1007/s11277-025-11764-w

By:

Umamaheswaran, S.;
Gurulakshmi, A. B.;
Mannan, J. Mannar;
John, Rajan;
Rao, N. Lakshmana;
Nagarajan, S.

Publication type:

Article

Dynamic appliance scheduling and energy management in smart homes using adaptive reinforcement learning techniques.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08125-9

By:

Saroha, Poonam;
Singh, Gopal;
Lilhore, Umesh Kumar;
Simaiya, Sarita;
Khan, Monish;
Alroobaea, Roobaea;
Alsafyani, Majed;
Alsufyani, Hamed

Publication type:

Article

Investigation of the satellite internet of things and reinforcement learning via complex software defined network modeling.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3506, doi. 10.11591/ijece.v15i3.pp3506-3518

By:

Kumar, Arun;
Chakravarty, Sumit;
Nanthaamornphong, Aziz

Publication type:

Article

Application of artificial intelligence and machine learning in expert systems for the mining industry: modern methods and technologies.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3291, doi. 10.11591/ijece.v15i3.pp3291-3308

By:

Mutovina, Natalya;
Nurtay, Margulan;
Kalinin, Alexey;
Tomilov, Aleksandr;
Tomilova, Nadezhda

Publication type:

Article

Q-learning based active monitoring with weighted least connection round robin load balancing principle for serverless computing.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 3171, doi. 10.11591/ijece.v15i3.pp3171-3179

By:

Balan, Yashwanth;
Rajan, Arokia Paul

Publication type:

Article

Indoor navigation for mobile robots based on deep reinforcement learning with convolutional neural network.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2025, v. 15, n. 3, p. 2748, doi. 10.11591/ijece.v15i3.pp2748-2757

By:

Khoa Nguyen Dang;
Van Tran Thi;
Nguyen Van Thang

Publication type:

Article

Neuroeconomics in the Age of AI: how machine learning alters human decision-making at the neural level.

Published in:

Theoretical & Applied Economics, 2025, v. 32, n. 2, p. 301

By:

BODISLAV, Dumitru Alexandru;
GEORGESCU, Raluca Iuliana

Publication type:

Article

Optimization of Structural Parameters and Cavitation Suppression in Control Valves Based on P-WOA.

Published in:

Journal of Applied Fluid Mechanics, 2025, v. 18, n. 8, p. 2095, doi. 10.47176/jafm.18.8.3310

By:

Li, W.;
Li, S.;
Hou, J.;
Yang, L.;
Tian, Y.

Publication type:

Article

Reward Design Using Large Language Models for Natural Language Explanation of Reinforcement Learning Agent Actions.

Published in:

IEEJ Transactions on Electrical & Electronic Engineering, 2025, v. 20, n. 8, p. 1203, doi. 10.1002/tee.70005

By:

Masadome, Shinya;
Harada, Taku

Publication type:

Article

Advances in Machine Learning for Mechanically Ventilated Patients.

Published in:

International Journal of General Medicine, 2025, v. 18, p. 3301, doi. 10.2147/IJGM.S515170

By:

Xu, Yue;
Xue, Jingjing;
Deng, Yunfeng;
Tu, Lili;
Ding, Yu;
Zhang, Yibing;
Yuan, Xinrui;
Xu, Kexin;
Guo, Liangmei;
Gao, Na

Publication type:

Article

Customized Generative Adversarial Imitation Learning for Driving Behavior Modeling in Traffic Simulation.

Published in:

2025

By:

Zhu, Zhongyuan;
Jiang, Zhuoxuan;
Zhang, Xuefeng;
Guo, Jifu;
Xian, Kai;
Zhang, Tianyang;
Ren, Jiawei;
Shriniwas, Arkatkar

Publication type:

Conference Paper/Materials

Diabetic foot ulcer classification assessment employing an improved machine learning algorithm.

Published in:

Technology & Health Care, 2025, v. 33, n. 4, p. 1645, doi. 10.1177/09287329241296417

By:

Gudivaka, Raj Kumar;
Gudivaka, Rajya Lakshmi;
Gudivaka, Basava Ramanjaneyulu;
Basani, Dinesh Kumar Reddy;
Grandhi, Sri Harsha;
khan, Faheem

Publication type:

Article