Works matching DE "DEEP reinforcement learning"

Results: 2159

An Intelligent Balanced Optimization Scheduling Algorithm Combining Deep Reinforcement Learning and Particle Swarm Optimization.

Published in:

Journal of Information Science & Engineering, 2025, v. 41, n. 4, p. 831, doi. 10.6688/JISE.202507_41(4).0004

By:

SHANSHAN JI;
JIAJUN LI;
JIANXIN LI;
CHUNXIA LAN;
FEI JIANG;
TIA WANG;
HONGXING HUANG;
LIUCI WU;
WENLIANG CAO;
ZHAOKANG LIANG

Publication type:

Article

Foreword: Special Issue on Intelligent Science and Sustainable Development.

Published in:

Journal of Information Science & Engineering, 2025, v. 41, n. 4, p. 29

By:

Hung, Patrick C. K.;
Taro Sugihara;
Mu-Yen Chen

Publication type:

Article

Customer Behavior Analysis and Reinforcement Learning Application in Tourism Service Design.

Published in:

Computer-Aided Design & Applications, 2025, v. 22, p. 81, doi. 10.14733/cadaps.2025.S7.81-93

By:

Xiaojuan Liu;
Meimei Wu

Publication type:

Article

基于指针网络架构的多星协同成像任务规划方法.

Published in:

Systems Engineering & Electronics, 2025, v. 47, n. 7, p. 2246, doi. 10.12305/j.issn.1001-506X.2025.07.18

By:

朱运豆;
孙海权;
胡笑旋

Publication type:

Article

基于APIQ 算法的多无人机攻防对抗策略.

Published in:

Systems Engineering & Electronics, 2025, v. 47, n. 7, p. 2205, doi. 10.12305/j.issn.1001-506X.2025.07.14

By:

符小卫;
王辛夷;
乔哲

Publication type:

Article

MULTI PATH GAIT CONTROL METHOD FOR BIPEDAL ROBOTS BASED ON DEEP REINFORCEMENT LEARNING.

Published in:

Scalable Computing: Practice & Experience, 2025, v. 26, n. 5, p. 1964, doi. 10.12694/scpe.v26i5.4790

By:

LEHUI LIN;
PINGLI LV

Publication type:

Article

Meta-reinforcement learning for active visual tracking about space non-cooperative object.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 22, p. 25365, doi. 10.1007/s11042-024-20134-w

By:

Yu, Zhongliang

Publication type:

Article

An Intelligent Deep Reinforcement Learning Framework for Online Virtual Network Embedding with Graph Convolutional Networks.

Published in:

Cuestiones de Fisioterapia, 2025, v. 54, n. 4, p. 872

By:

Sukanya, B. S.;
Sudha, L.

Publication type:

Article

Development of Advance Machine Learning (ML) Strategies for Enhanced Mobile Robot Control.

Published in:

Cuestiones de Fisioterapia, 2025, v. 54, n. 2, p. 2369

By:

Prashanthi, Valishetti;
Anitha, Akula;
devi, L. Madhuri;
Dhole, Sampada Abhijit;
M., Vasudevan;
Jevin, J. A.

Publication type:

Article

Optimization framework of laser oscillation welding based on a deep predictive reward reinforcement learning net.

Published in:

Journal of Intelligent Manufacturing, 2025, v. 36, n. 6, p. 4331, doi. 10.1007/s10845-024-02465-5

By:

Tian, Wenhao;
Hu, Peipei;
Zhang, Chen

Publication type:

Article

Design patterns of deep reinforcement learning models for job shop scheduling problems.

Published in:

Journal of Intelligent Manufacturing, 2025, v. 36, n. 6, p. 3741, doi. 10.1007/s10845-024-02454-8

By:

Wang, Shiyong;
Li, Jiaxian;
Jiao, Qingsong;
Ma, Fang

Publication type:

Article

远海多智能体空中对抗深度强化学习环境模型构建.

Published in:

Aero Weaponry, 2025, v. 32, n. 3, p. 48, doi. 10.12132/ISSN.1673-5048.2025.0020

By:

张原;
王江南;
王伟;
李璇

Publication type:

Article

低轨卫星网络中面向时延优化的跨域边缘计算卸载策略.

Published in:

Space-Integrated-Ground Information Networks, 2025, v. 6, n. 2, p. 65, doi. 10.11959/j.issn.1000-0801.2025019

By:

杨, 桂松;
黄, 业超;
何, 杏宇

Publication type:

Article

Insight Thoughts for Intelligent Traffic Management-Based SDN.

Published in:

Journal of Engineering (17264073), 2025, v. 31, n. 7, p. 1, doi. 10.31026/j.eng.2025.07.01

By:

Jawad, Sara Sadiq;
Kadhim, Dheyaa Jasim;
Bt Jusoh, Yusmadi Yah

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

小样本数据驱动模式下的新建微电网优化调度策略.

Published in:

Journal of Shanghai Jiao Tong University (1006-2467), 2025, v. 59, n. 6, p. 732, doi. 10.16183/j.cnki.jsjtu.2023.394

By:

陈实;
杨林森;
刘艺洪;
罗欢;
臧天磊;
周步祥

Publication type:

Article

Enhancing Navigation Efficiency in Robotics with PRM-DDPG.

Published in:

Engineering, Technology & Applied Science Research, 2025, v. 15, n. 3, p. 24077, doi. 10.48084/etasr.11213

By:

Kadhim, Abbas Nadhim;
Salim, Muhammed Sabri

Publication type:

Article

An SAC-AMBER Algorithm for Flexible Job Shop Scheduling with Material Kit.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 2, p. 3649, doi. 10.32604/cmc.2025.066267

By:

Li, Bo;
Yang, Xiaoying;
Pei, Zhijie;
Yang, Xin;
Wu, Yaqi

Publication type:

Article

DRL-AMIR: Intelligent Flow Scheduling for Software-Defined Zero Trust Networks.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 2, p. 3305, doi. 10.32604/cmc.2025.065665

By:

Ke, Wenlong;
Li, Zilong;
Chen, Peiyu;
Chen, Benfeng;
Lv, Jinglin;
Wang, Qiang;
Jia, Ziyi;
Shen, Shigen

Publication type:

Article

Pathfinder: Deep Reinforcement Learning-Based Scheduling for Multi-Robot Systems in Smart Factories with Mass Customization.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 2, p. 3371, doi. 10.32604/cmc.2025.065153

By:

Lyu, Chenxi;
Dong, Chen;
Xiong, Qiancheng;
Chen, Yuzhong;
Weng, Qian;
Chen, Zhenyi

Publication type:

Article

Improved PPO-Based Task Offloading Strategies for Smart Grids.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 2, p. 3835, doi. 10.32604/cmc.2025.065465

By:

Wang, Qian;
Zhou, Ya

Publication type:

Article

An Improved Multi-Actor Hybrid Attention Critic Algorithm for Cooperative Navigation in Urban Low-Altitude Logistics Environments.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 2, p. 3605, doi. 10.32604/cmc.2025.063703

By:

Li, Chao;
Feng, Quanzhi;
Ding, Caichang;
Ye, Zhiwei

Publication type:

Article

Deep reinforcement learning-driven decision support system design for precision agriculture: optimizing farming and resource use.

Published in:

Turkish Journal of Agriculture & Forestry, 2025, v. 49, n. 3, p. 598, doi. 10.55730/1300-011X.3289

By:

Qingshan BAI

Publication type:

Article

Scheduling Optimization and Adaptive Decision‑Making Method for Self‑organizing Manufacturing Systems Considering Dynamic Disturbances.

Published in:

Transactions of Nanjing University of Aeronautics & Astronautics, 2025, v. 42, n. 3, p. 297, doi. 10.16356/j.1005‑1120.2025.03.003

By:

ZHANG Yi;
QIAO Senyu;
YIN Leilei;
SUN Quan;
XIE Fupeng

Publication type:

Article

奖励回溯 DQN 驱动的多 QoS 工业网络时隙调度方法.

Published in:

Application Research of Computers / Jisuanji Yingyong Yanjiu, 2025, v. 42, n. 7, p. 2141, doi. 10.19734/j.issn.1001-3695.2024.12.0491

By:

梁炜;
郑家桐;
张嘉麟;
杨雨沱

Publication type:

Article

星地融合网络智能路由技术综述.

Published in:

Space-Integrated-Ground Information Networks, 2021, v. 2, n. 2, p. 11, doi. 10.11959/j.issn.2096-8930.2021015

By:

曹素芝;
孙雪;
王厚鹏;
韩佳蓉;
潘思妍;
闫蕾

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

Multi-agent based DRL with federated learning for data transmission in mobile sensor networks.

Published in:

Automatika: Journal for Control, Measurement, Electronics, Computing & Communications, 2025, v. 66, n. 3, p. 475, doi. 10.1080/00051144.2025.2496539

By:

Senthamilselvi, M.;
Ranjeeth Kumar, C.

Publication type:

Article

Semantic aware intelligent optimization for IRS/UAV-enabled MEC in wideband cognitive radio networks.

Published in:

EURASIP Journal on Wireless Communications & Networking, 2025, v. 2025, n. 1, p. 1, doi. 10.1186/s13638-025-02478-5

By:

Zheng, Wei;
Ren, Pengshan;
Li, Qing

Publication type:

Article

The design of consumer behavior prediction and optimization model by integrating DQN and LSTM.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0327548

By:

Liu, Na;
Hu, Dajiang

Publication type:

Article

The analysis of deep reinforcement learning for dynamic graphical games under artificial intelligence.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-05192-w

By:

Yan, Yuyang;
Li, Jiahui;
Zaggia, Cristina

Publication type:

Article

Real-Time Swing-up of a Linear Inverted Pendulum Using Reinforcement Learning.

Published in:

Mechanika, 2025, v. 31, n. 2, p. 123, doi. 10.5755/j02.mech.39202

By:

BAJRAMI, Xhevahir;
KAÇIU, Fisnik;
SHALA, Erjon;
LIKAJ, Rame

Publication type:

Article

Deep reinforcement learning for autonomous driving in uncontrolled intersections of Indian roads.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 21, p. 23775, doi. 10.1007/s11042-024-19812-6

By:

Shankar, Aravindh R.;
Mittur, Ajay;
Narasimhan, Adithya;
N, Kayarvizhy

Publication type:

Article

Dynamic multi-objective flexible job-shop scheduling via dynamic dual attention network-based deep reinforcement learning.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 10, p. 1, doi. 10.1007/s11227-025-07586-z

By:

Zeng, Dan;
Yang, Wu;
Du, Yanbin;
Yang, Xiao;
Wang, Yinjun;
Lv, Yan

Publication type:

Article

深度强化学习驱动的风储系统参与能量-调频市场竞价策略.

Published in:

Electric Power Engineering Technology, 2025, v. 44, n. 3, p. 30, doi. 10.12158/j.2096-3203.2025.03.003

By:

李钟平;
向月

Publication type:

Article

Age of Information Minimization in Vehicular Edge Computing Networks: A Mask-Assisted Hybrid PPO-Based Method.

Published in:

Network (2673-8732), 2025, v. 5, n. 2, p. 12, doi. 10.3390/network5020012

By:

Qin, Xiaoli;
Zhang, Zhifei;
Meng, Chanyuan;
Dong, Rui;
Xiong, Ke;
Fan, Pingyi

Publication type:

Article

基于深度强化学习的微电网运行优化方法.

Published in:

Zhejiang Electric Power, 2025, v. 44, n. 6, p. 31, doi. 10.19585/j.zjdl.202506003

By:

曾磊;
丁泉;
陈孝煜;
岳娴雅

Publication type:

Article

基于人工智能方法的网络拥塞控制综述.

Published in:

Computer Engineering & Science / Jisuanji Gongcheng yu Kexue, 2025, v. 47, n. 6, p. 1018, doi. 10.3969/j.issn.1007-130Χ.2025.06.008

By:

李天云;
李韬;
温冬;
杨惠;
张毓涛;
罗欣;
董德尊

Publication type:

Article

A maintenance planning framework using online and offline deep reinforcement learning.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 13209, doi. 10.1007/s00521-023-08560-7

By:

Bukhsh, Zaharah A.;
Molegraaf, Hajo;
Jansen, Nils

Publication type:

Article

Influence-aware memory architectures for deep reinforcement learning in POMDPs.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 13145, doi. 10.1007/s00521-022-07691-7

By:

Suau, Miguel;
He, Jinke;
Congeduti, Elena;
Starre, Rolf A. N.;
Czechowski, Aleksander;
Oliehoek, Frans A.

Publication type:

Article

PEMFC Thermal Management Control Strategy Based on Dual Deep Deterministic Policy Gradient.

Published in:

Hydrogen, 2025, v. 6, n. 2, p. 20, doi. 10.3390/hydrogen6020020

By:

Zhang, Zhi;
Shen, Yunde;
Ou, Kai;
Liu, Zhuwei;
Xuan, Dongji

Publication type:

Article

Multi-Agent Deep Reinforcement Learning for Scheduling of Energy Storage System in Microgrids.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 12, p. 1999, doi. 10.3390/math13121999

By:

Jung, Sang-Woo;
An, Yoon-Young;
Suh, BeomKyu;
Park, YongBeom;
Kim, Jian;
Kim, Ki-Il

Publication type:

Article

A Hybrid Genetic Algorithm and Proximal Policy Optimization System for Efficient Multi-Agent Task Allocation.

Published in:

Systems, 2025, v. 13, n. 6, p. 453, doi. 10.3390/systems13060453

By:

Zhu, Zimo;
Yu, Chuanqiang;
Wang, Junti

Publication type:

Article

Guided Reinforcement Learning with Twin Delayed Deep Deterministic Policy Gradient for a Rotary Flexible-Link System.

Published in:

Robotics, 2025, v. 14, n. 6, p. 76, doi. 10.3390/robotics14060076

By:

Saldaña Enderica, Carlos;
Llata, José Ramon;
Torre-Ferrero, Carlos

Publication type:

Article

LSTM-Enhanced Deep Reinforcement Learning for Robust Trajectory Tracking Control of Skid-Steer Mobile Robots Under Terra-Mechanical Constraints.

Published in:

Robotics, 2025, v. 14, n. 6, p. 74, doi. 10.3390/robotics14060074

By:

Alcayaga, Jose Manuel;
Menéndez, Oswaldo Anibal;
Torres-Torriti, Miguel Attilio;
Vásconez, Juan Pablo;
Arévalo-Ramirez, Tito;
Romo, Alvaro Javier Prado

Publication type:

Article

Deep Reinforcement Learning-Based Multi-Objective Optimization for Virtual Power Plants and Smart Grids: Maximizing Renewable Energy Integration and Grid Efficiency.

Published in:

Processes, 2025, v. 13, n. 6, p. 1809, doi. 10.3390/pr13061809

By:

Tang, Xinfa;
Wang, Jingjing

Publication type:

Article

A Reinforcement Learning-Based Dynamic Network Reconfiguration Strategy Considering the Coordinated Optimization of SOPs and Traditional Switches.

Published in:

Processes, 2025, v. 13, n. 6, p. 1670, doi. 10.3390/pr13061670

By:

Chu, Yunfei;
Zhou, Rui;
Cui, Qimeng;
Wang, Yong;
Li, Boqiang;
Zhou, Yibo

Publication type:

Article

Integrating Model Predictive Control with Deep Reinforcement Learning for Robust Control of Thermal Processes with Long Time Delays.

Published in:

Processes, 2025, v. 13, n. 6, p. 1627, doi. 10.3390/pr13061627

By:

Soza Mamani, Kevin Marlon;
Prado Romo, Alvaro Javier

Publication type:

Article

From 6G to SeaX-G : Integrated 6G TN/NTN for AI-Assisted Maritime Communications—Architecture, Enablers, and Optimization Problems.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 6, p. 1103, doi. 10.3390/jmse13061103

By:

Giannopoulos, Anastasios;
Gkonis, Panagiotis;
Kalafatelis, Alexandros;
Nomikos, Nikolaos;
Spantideas, Sotirios;
Trakadas, Panagiotis;
Syriopoulos, Theodoros

Publication type:

Article

A DDQN-Guided Dual-Population Evolutionary Multitasking Framework for Constrained Multi-Objective Ship Berthing.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 6, p. 1068, doi. 10.3390/jmse13061068

By:

Mou, Jinyou;
Zhu, Qidan

Publication type:

Article