Works about DEEP reinforcement learning

Results: 2133

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

Deep Reinforcement Learning-Based Active Disturbance Rejection Control for Trajectory Tracking of Autonomous Ground Electric Vehicles.

Published in:

Machines, 2025, v. 13, n. 6, p. 523, doi. 10.3390/machines13060523

By:

Jin, Xianjian;
Lv, Huaizhen;
Tao, Yinchen;
Lu, Jianning;
Lv, Jianbo;
Opinat Ikiela, Nonsly Valerienne

Publication type:

Article

SmartTrust: a hybrid deep learning framework for real-time threat detection in cloud environments using Zero-Trust Architecture.

Published in:

Journal of Cloud Computing (2192-113X), 2025, v. 14, n. 1, p. 1, doi. 10.1186/s13677-025-00764-7

By:

Lilhore, Umesh Kumar;
Simaiya, Sarita;
Alroobaea, Roobaea;
Baqasah, Abdullah M.;
Alsafyani, Majed;
Alhazmi, Afnan;
Khan, Md Monish

Publication type:

Article

Outage reduction in 5G uplink cooperative NOMA using PSO-optimized relay selection and successive interference cancelation.

Published in:

EURASIP Journal on Wireless Communications & Networking, 2025, v. 2025, n. 1, p. 1, doi. 10.1186/s13638-025-02448-x

By:

Bhatti, David S.;
Haroon, M. Asif;
Choi, Haeung;
Kim, Seungmin;
Lee, Heung-No

Publication type:

Article

Deep reinforcement learning tuned type-3 fuzzy PID controller: AC microgrid case study.

Published in:

Electrical Engineering, 2025, v. 107, n. 6, p. 8115, doi. 10.1007/s00202-025-02957-4

By:

Sabahi, Kamran;
Panahi, Sepideh;
Shokri Kalandaragh, Yaser;
Mohammadzadeh, Ardashir

Publication type:

Article

Enhancing Geomagnetic Navigation with PPO-LSTM: Robust Navigation Utilizing Observed Geomagnetic Field Data.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3699, doi. 10.3390/s25123699

By:

Zhang, Xiaohui;
Bai, Wenqi;
Liu, Jun;
Yang, Songnan;
Shang, Ting;
Liu, Haolin

Publication type:

Article

Optimization of a Coupled Neuron Model Based on Deep Reinforcement Learning and Application of the Model in Bearing Fault Diagnosis.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3654, doi. 10.3390/s25123654

By:

Wang, Shan;
Li, Jiaxiang;
Xu, Xinsheng;
Wu, Ruiqi;
Qiu, Yuhang;
Chen, Xuwen;
Qiao, Zijian

Publication type:

Article

Multi-Source Data-Driven Terrestrial Multi-Algorithm Fusion Path Planning Technology.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3595, doi. 10.3390/s25123595

By:

Ji, Xiao;
Liu, Peng;
Zhang, Meng;
Zhang, Chengchun;
Yu, Shuang;
Qi, Bing;
Zhao, Man

Publication type:

Article

基于 MADDPG 的多无人战车协同突防决策方法研究.

Published in:

Command Control & Simulation / Zhihui Kongzhi yu Fangzhen, 2025, v. 47, n. 3, p. 40, doi. 10.3969/j.issn.1673-3819.2025.03.005

By:

殷宇维;
王凡;
丁录顺;
边金宁

Publication type:

Article

Artificial Intelligence Techniques for Industrial Predictive Maintenance: A Systematic Review of Recent Advances.

Published in:

Journal Européen des Systèmes Automatisés, 2025, v. 58, n. 4, p. 653, doi. 10.18280/jesa.580401

By:

Lefrouni, Khalid;
Taibi, Saoudi

Publication type:

Article

Deep Reinforcement Learning for Optimizing Electronically Controlled Propulsion: A DDPG-Based Approach.

Published in:: AIN Journal, 2025, n. 50, p. 18, doi. 10.59660/50703
Publication type:: Article

Optimizing Fractional Routing with Algebraic Transformations, AI, and Quantum Computing for Next-Generation Networks.

Published in:

Symmetry (20738994), 2025, v. 17, n. 6, p. 965, doi. 10.3390/sym17060965

By:

P, Vanitha Muthu.;
R, Karthiyayini.

Publication type:

Article

Deep Reinforcement Learning-Guided Inverse Design of Transparent Heat Mirror Film for Broadband Spectral Selectivity.

Published in:

Materials (1996-1944), 2025, v. 18, n. 12, p. 2677, doi. 10.3390/ma18122677

By:

Zeng, Zhi;
Ji, Haining;
Xiao, Tianjian;
Long, Peng;
Liu, Bin;
Jin, Shisong;
Cao, Yuxin

Publication type:

Article

Deep Reinforcement Learning-Based Two-Phase Hybrid Optimization for Scheduling Agile Earth Observation Satellites.

Published in:

Remote Sensing, 2025, v. 17, n. 12, p. 1972, doi. 10.3390/rs17121972

By:

Zhou, Guanghui;
Jin, Zhicheng;
Liu, Dongning

Publication type:

Article

Author Index Volume 22 (2023).

Published in:: International Journal of Information Technology & Decision Making, 2023, v. 22, n. 6, p. 2021, doi. 10.1142/S0219622023990018
Publication type:: Article

Computation offloading in vehicular communications using PPO-based deep reinforcement learning: Computation offloading in vehicular communications...: E. Mustafa et al.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 4, p. 1, doi. 10.1007/s11227-025-07009-z

By:

Mustafa, Ehzaz;
Shuja, Junaid;
Rehman, Faisal;
Namoun, Abdallah;
Bilal, Muhammad;
Iqbal, Adeel

Publication type:

Article

Advancements in IoT system security: a reconfigurable intelligent surfaces and backscatter communication approach: Advancements in IoT system security...: S. Z. Ul Abideen et al.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 2, p. 1, doi. 10.1007/s11227-024-06819-x

By:

Abideen, Syed Zain Ul;
Wahid, Abdul;
Kamal, Mian Muhammad;
Imtiaz, Nouman;
Sehito, Nabila;
Daradkeh, Yousef Ibrahim;
Al-Khasawneh, Mahmoud Ahmad;
Alwabli, Abdullah;
Ullah, Inam

Publication type:

Article

Multi-objective application placement in fog computing using graph neural network-based reinforcement learning.

Published in:

Journal of Supercomputing, 2024, v. 80, n. 19, p. 27073, doi. 10.1007/s11227-024-06439-5

By:

Lera, Isaac;
Guerrero, Carlos

Publication type:

Article

Multi-layer collaborative task offloading optimization: balancing competition and cooperation across local edge and cloud resources.

Published in:

Journal of Supercomputing, 2024, v. 80, n. 18, p. 26483, doi. 10.1007/s11227-024-06448-4

By:

Ling, Bowen;
Deng, Xiaoheng;
Huang, Yuning;
Zhang, Jingjing;
Gui, JinSong;
Qian, Yurong

Publication type:

Article

A novel reinforcement learning-based hybrid intrusion detection system on fog-to-cloud computing.

Published in:

Journal of Supercomputing, 2024, v. 80, n. 18, p. 26088, doi. 10.1007/s11227-024-06417-x

By:

Najafli, Sepide;
Toroghi Haghighat, Abolfazl;
Karasfi, Babak

Publication type:

Article

Dual-Q network deep reinforcement learning-based computation offloading method for industrial internet of things.

Published in:

Journal of Supercomputing, 2024, v. 80, n. 17, p. 25590, doi. 10.1007/s11227-024-06425-x

By:

Du, Ruizhong;
Wu, Jinru;
Gao, Yan

Publication type:

Article

Dynamic service provisioning in heterogeneous fog computing architecture using deep reinforcement learning.

Published in:

Journal of Supercomputing, 2024, v. 80, n. 16, p. 23867, doi. 10.1007/s11227-024-06379-0

By:

Alizadeh Govarchinghaleh, Yaghoub;
Sabaei, Masoud

Publication type:

Article

Automated evaluation of ablative margins in thermal ablation: more evidence for the clinical impact of computer science, onward to enhanced needle placement.

Published in:

European Radiology, 2025, v. 35, n. 2, p. 1044, doi. 10.1007/s00330-024-11090-y

By:

Boeken, Tom

Publication type:

Article

基于 PER-IDQN 的多无人飞行器围捕研究.

Published in:

Journal of Ordnance Equipment Engineering, 2023, v. 44, n. 9, p. 20, doi. 10.11809/bqzbgcxb2023.09.003

By:

杨志鹏;
李波;
林松;
陈子浩;
曾长;
李金亮

Publication type:

Article

基于深度强化学习的多无人机协同防撞策略研究.

Published in:

Journal of Ordnance Equipment Engineering, 2023, v. 44, n. 3, p. 175, doi. 10.11809/bqzbgcxb2023.03.025

By:

霍琳;
李诗琪;
费思邈;
齐奂超;
胡正宇

Publication type:

Article

基于深度强化学习的电机 S- 曲线转速控制方法.

Published in:

Machine Tool & Hydraulics, 2025, v. 53, n. 5, p. 88, doi. 10.3969/j.issn.1001-3881.2025.05.013

By:

毛德辉;
李鹏;
吴建德

Publication type:

Article

基于深度强化学习的串联系统屏蔽故障维修策略研究.

Published in:

Machine Tool & Hydraulics, 2024, v. 52, n. 21, p. 216, doi. 10.3969/j.issn.1001-3881.2024.21.031

By:

樊小波;
黄允;
谌楚;
夏诗雨

Publication type:

Article