Works matching Deep reinforcement learning (deep RL)

Results: 180

RL-QPSO net: deep reinforcement learning-enhanced QPSO for efficient mobile robot path planning.

Published in:

Frontiers in Neurorobotics, 2025, p. 1, doi. 10.3389/fnbot.2024.1464572

By:

Jing, Yang;
Weiya, Li

Publication type:

Article

Conformer‐RL: A deep reinforcement learning library for conformer generation.

Published in:

Journal of Computational Chemistry, 2022, v. 43, n. 27, p. 1880, doi. 10.1002/jcc.26984

By:

Jiang, Runxuan;
Gogineni, Tarun;
Kammeraad, Joshua;
He, Yifei;
Tewari, Ambuj;
Zimmerman, Paul M.

Publication type:

Article

Harmony search Hawks optimization-based Deep reinforcement learning for intrusion detection in IoT using nonnegative matrix factorization.

Published in:

International Journal of Wavelets, Multiresolution & Information Processing, 2021, v. 19, n. 04, p. 1, doi. 10.1142/S0219691320500939

By:

Om Prakash, P. G.;
Maram, Balajee;
Nalinipriya, G.;
Cristin, R.

Publication type:

Article

Enhancing Building Energy Management: Adaptive Edge Computing for Optimized Efficiency and Inhabitant Comfort †.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 19, p. 4179, doi. 10.3390/electronics12194179

By:

Márquez-Sánchez, Sergio;
Calvo-Gallego, Jaime;
Erbad, Aiman;
Ibrar, Muhammad;
Fernandez, Javier Hernandez;
Houchati, Mahdi;
Corchado, Juan Manuel

Publication type:

Article

Massive open online course recommendation system based on a reinforcement learning algorithm.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 18, p. 11607, doi. 10.1007/s00521-023-08686-8

By:

Tzeng, Jian-Wei;
Huang, Nen-Fu;
Chuang, An-Chi;
Huang, Ting-Wei;
Chang, Hong-Yi

Publication type:

Article

Reinforcement Learning for Fair and Efficient Charging Coordination for Smart Grid.

Published in:

Energies (19961073), 2024, v. 17, n. 18, p. 4557, doi. 10.3390/en17184557

By:

Elshazly, Amr A.;
Badr, Mahmoud M.;
Mahmoud, Mohamed;
Eberle, William;
Alsabaan, Maazen;
Ibrahem, Mohamed I.

Publication type:

Article

Moving the needle: Employing deep reinforcement learning to push the boundaries of coarsegrained vaccine models.

Published in:

Frontiers in Immunology, 2022, v. 13, p. 1, doi. 10.3389/fimmu.2022.1029167

By:

Faris, Jonathan G.;
Orbidan, Daniel;
Wells, Charles;
Petersen, Brenden K.;
Sprenger, Kayla G.

Publication type:

Article

Deep reinforcement learning can promote sustainable human behaviour in a common-pool resource problem.

Published in:

Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-025-58043-7

By:

Koster, Raphael;
Pîslar, Miruna;
Tacchetti, Andrea;
Balaguer, Jan;
Liu, Leqi;
Elie, Romuald;
Hauser, Oliver P.;
Tuyls, Karl;
Botvinick, Matt;
Summerfield, Christopher

Publication type:

Article

Toward a Psychology of Deep Reinforcement Learning Agents Using a Cognitive Architecture.

Published in:

Topics in Cognitive Science, 2022, v. 14, n. 4, p. 756, doi. 10.1111/tops.12573

By:

Mitsopoulos, Konstantinos;
Somers, Sterling;
Schooler, Joel;
Lebiere, Christian;
Pirolli, Peter;
Thomson, Robert

Publication type:

Article

Deep Learning Based Multi Constraint Hybrid Optimization Algorithm for Transshipment-Based Inventory Routing with Dynamic Demands.

Published in:

International Journal of Networked & Distributed Computing, 2025, v. 13, n. 1, p. 1, doi. 10.1007/s44227-024-00048-7

By:

Sivadevuni, Sreeparnesh Sharma;
J, Naveen

Publication type:

Article

A Review of OBD-II-Based Machine Learning Applications for Sustainable, Efficient, Secure, and Safe Vehicle Driving.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4057, doi. 10.3390/s25134057

By:

Michailidis, Emmanouel T.;
Panagiotopoulou, Antigoni;
Papadakis, Andreas

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

Quasi-Mapping and Satisfying IoT Availability with a Penalty-Based Algorithm.

Published in:

Mathematics (2227-7390), 2021, v. 9, n. 24, p. 3286, doi. 10.3390/math9243286

By:

Rahmani, Amir Masoud;
Ali Naqvi, Rizwan;
Ali, Saqib;
Hosseini Mirmahaleh, Seyedeh Yasaman;
Hosseinzadeh, Mehdi

Publication type:

Article

Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics.

Published in:

Mathematics (2227-7390), 2020, v. 8, n. 10, p. 1640, doi. 10.3390/math8101640

By:

Mosavi, Amirhosein;
Faghan, Yaser;
Ghamisi, Pedram;
Duan, Puhong;
Ardabili, Sina Faizollahzadeh;
Salwana, Ely;
Band, Shahab S.

Publication type:

Article

Deep Reinforcement Learning and Imitation Learning for Autonomous Parking Simulation.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 1992, doi. 10.3390/electronics14101992

By:

Anagnostara, Ioanna Marina;
Tsardoulias, Emmanouil;
Symeonidis, Andreas L.

Publication type:

Article

Artificial Intelligence-Based Adaptive Traffic Signal Control System: A Comprehensive Review.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 19, p. 3875, doi. 10.3390/electronics13193875

By:

Agrahari, Anurag;
Dhabu, Meera M.;
Deshpande, Parag S.;
Tiwari, Ashish;
Baig, Mogal Aftab;
Sawarkar, Ankush D.

Publication type:

Article

Non-Stationary Transformer Architecture: A Versatile Framework for Recommendation Systems.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 11, p. 2075, doi. 10.3390/electronics13112075

By:

Liu, Yuchen;
Li, Gangmin;
Payne, Terry R.;
Yue, Yong;
Man, Ka Lok

Publication type:

Article

A Method for High-Value Driving Demonstration Data Generation Based on One-Dimensional Deep Convolutional Generative Adversarial Networks.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 21, p. 3553, doi. 10.3390/electronics11213553

By:

Wu, Yukun;
Wu, Xuncheng;
Qiu, Siyuan;
Xiang, Wenbin

Publication type:

Article

Quantitative analysis of EXAFS data sets using deep reinforcement learning.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-94376-5

By:

Jeong, Eun-Suk;
Hwang, In-Hui;
Han, Sang-Wook

Publication type:

Article

Federated deep reinforcement learning-based urban traffic signal optimal control.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-91966-1

By:

Li, Mi;
Pan, Xiaolong;
Liu, Chuhui;
Li, Zirui

Publication type:

Article

Revealing principles of autonomous thermal soaring in windy conditions using vulture-inspired deep reinforcement-learning.

Published in:

Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-48670-x

By:

Flato, Yoav;
Harel, Roi;
Tamar, Aviv;
Nathan, Ran;
Beatus, Tsevi

Publication type:

Article

Deep reinforcement learning for conservation decisions.

Published in:

Methods in Ecology & Evolution, 2022, v. 13, n. 11, p. 2649, doi. 10.1111/2041-210X.13954

By:

Lapeyrolerie, Marcus;
Chapman, Melissa S.;
Norman, Kari E. A.;
Boettiger, Carl

Publication type:

Article

Deep Learning Modified Reinforcement Learning with Virtual Machine Consolidation for Energy-Efficient Resource Allocation in Cloud Computing.

Published in:

International Journal of Cooperative Information Systems, 2025, v. 34, n. 2, p. 1, doi. 10.1142/S0218843024500059

By:

Dutta, Chiranjit;
Rani, R. M.;
Jain, Amar;
Poonguzhali, I.;
Salunke, Dipmala;
Patel, Ruchi

Publication type:

Article

Research on automatic pilot repetition generation method based on deep reinforcement learning.

Published in:

Frontiers in Neurorobotics, 2023, p. 01, doi. 10.3389/fnbot.2023.1285831

By:

Weijun Pan;
Peiyuan Jiang;
Yukun Li;
Zhuang Wang;
Junxiang Huang

Publication type:

Article

Map-based experience replay: a memory-efficient solution to catastrophic forgetting in reinforcement learning.

Published in:

Frontiers in Neurorobotics, 2023, p. 1, doi. 10.3389/fnbot.2023.1127642

By:

Hafez, Muhammad Burhan;
Immisch, Tilman;
Weber, Tom;
Wermter, Stefan

Publication type:

Article

An immediate-return reinforcement learning for the atypical Markov decision processes.

Published in:

Frontiers in Neurorobotics, 2022, v. 16, p. 1, doi. 10.3389/fnbot.2022.1012427

By:

Zebang Pan;
Guilin Wen;
Zhao Tan;
Shan Yin;
Xiaoyan Hu

Publication type:

Article

Traffic Management Based on Cloud and MEC Architecture with Evolutionary Approaches towards AI: A Review.

Published in:

International Journal of Online & Biomedical Engineering, 2024, v. 20, n. 12, p. 19, doi. 10.3991/ijoe.v20i12.49787

By:

Naser, Zainab Saadoon;
Belguith, Hend Marouane;
Fakhfakh, Ahmed

Publication type:

Article

Deep Reinforcement Learning-Based Torque Vectoring Control Considering Economy and Safety.

Published in:

Machines, 2023, v. 11, n. 4, p. 459, doi. 10.3390/machines11040459

By:

Deng, Huifan;
Zhao, Youqun;
Lin, Fen;
Wang, Qiuwei

Publication type:

Article

Manipulator Trajectory Optimization Using Reinforcement Learning on a Reduced-Order Dynamic Model with Deep Neural Network Compensation.

Published in:

Machines, 2023, v. 11, n. 3, p. 350, doi. 10.3390/machines11030350

By:

Chen, Yung-Hsiu;
Yang, Wu-Te;
Chen, Bo-Hsun;
Lin, Pei-Chun

Publication type:

Article

Utilizing Human Feedback in Autonomous Driving: Discrete vs. Continuous.

Published in:

Machines, 2022, v. 10, n. 8, p. 609, doi. 10.3390/machines10080609

By:

Savari, Maryam;
Choe, Yoonsuck

Publication type:

Article

SV2G-ET: A Secure Vehicle-to-Grid Energy Trading Scheme Using Deep Reinforcement Learning.

Published in:

International Transactions on Electrical Energy Systems, 2022, p. 1, doi. 10.1155/2022/9761157

By:

Kumari, Aparna;
Trivedi, Mihir;
Tanwar, Sudeep;
Sharma, Gulshan;
Sharma, Ravi

Publication type:

Article

Exploring spiking neural networks for deep reinforcement learning in robotic tasks.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-77779-8

By:

Zanatta, Luca;
Barchi, Francesco;
Manoni, Simone;
Tolu, Silvia;
Bartolini, Andrea;
Acquaviva, Andrea

Publication type:

Article

Optimization of news dissemination push mode by intelligent edge computing technology for deep learning.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-53859-7

By:

DeGe, JiLe;
Sang, Sina

Publication type:

Article

Powered Landing Control of Reusable Rockets Based on Softmax Double DDPG.

Published in:

Aerospace (MDPI Publishing), 2023, v. 10, n. 7, p. 590, doi. 10.3390/aerospace10070590

By:

Li, Wenting;
Zhang, Xiuhui;
Dong, Yunfeng;
Lin, Yan;
Li, Hongjue

Publication type:

Article

An Intellectual Aerodynamic Design Method for Compressors Based on Deep Reinforcement Learning.

Published in:

Aerospace (MDPI Publishing), 2023, v. 10, n. 2, p. 171, doi. 10.3390/aerospace10020171

By:

Xu, Xiaohan;
Huang, Xudong;
Bi, Dianfang;
Zhou, Ming

Publication type:

Article

Distributed Flexible Job Shop Scheduling through Deploying Fog and Edge Computing in Smart Factories Using Dual Deep Q Networks.

Published in:

Mobile Networks & Applications, 2024, v. 29, n. 3, p. 886, doi. 10.1007/s11036-024-02302-2

By:

Lin, Chun-Cheng;
Peng, Yi-Chun;
Chen, Zhen-Yin Annie;
Fan, Yu-Hong;
Chin, Hui-Hsin

Publication type:

Article

Deep Reinforcement Learning by Balancing Offline Monte Carlo and Online Temporal Difference Use Based on Environment Experiences.

Published in:

Symmetry (20738994), 2020, v. 12, n. 10, p. 1685, doi. 10.3390/sym12101685

By:

Kim, Chayoung

Publication type:

Article

Exploration with Multiple Random ε-Buffers in Off-Policy Deep Reinforcement Learning.

Published in:

Symmetry (20738994), 2019, v. 11, n. 11, p. 1352, doi. 10.3390/sym11111352

By:

Kim, Chayoung;
Park, JiSu

Publication type:

Article

Flooding and Overflow Mitigation Using Deep Reinforcement Learning Based on Koopman Operator of Urban Drainage Systems.

Published in:

Water Resources Research, 2022, v. 58, n. 7, p. 1, doi. 10.1029/2021WR030939

By:

Tian, Wenchong;
Liao, Zhenliang;
Zhang, Zhiyu;
Wu, Hao;
Xin, Kunlun

Publication type:

Article

Actor Prioritized Experience Replay.

Published in:

Journal of Artificial Intelligence Research, 2023, v. 78, p. 639, doi. 10.1613/jair.1.14819

By:

Saglam, Baturay;
Mutlu, Furkan B.;
Cicek, Dogan C.;
Kozat, Suleyman S.

Publication type:

Article

A Survey of Zero-shot Generalisation in Deep Reinforcement Learning.

Published in:

Journal of Artificial Intelligence Research, 2023, v. 76, p. 201, doi. 10.1613/jair.1.14174

By:

Kirk, Robert;
Zhang, Amy;
Grefenstette, Edward;
Rocktäschel, Tim

Publication type:

Article

Automated Reinforcement Learning (AutoRL): A Survey and Open Problems.

Published in:

Journal of Artificial Intelligence Research, 2022, v. 74, p. 517, doi. 10.1613/jair.1.13596

By:

Parker-Holder, Jack;
Rajan, Raghu;
Xingyou Song;
Biedenkapp, André;
Yingjie Miao;
Eimer, Theresa;
Baohe Zhang;
Nguyen, Vu;
Calandra, Roberto;
Faust, Aleksandra;
Hutter, Frank;
Lindauer, Marius

Publication type:

Article

Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter.

Published in:

Computational Mechanics, 2023, v. 72, n. 1, p. 95, doi. 10.1007/s00466-023-02335-6

By:

Villarreal, Ruben;
Vlassis, Nikolaos N.;
Phan, Nhon N.;
Catanach, Tommie A.;
Jones, Reese E.;
Trask, Nathaniel A.;
Kramer, Sharlotte L. B.;
Sun, WaiChing

Publication type:

Article

Optimizing MRI Scheduling in High-Complexity Hospitals: A Digital Twin and Reinforcement Learning Approach.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 6, p. 626, doi. 10.3390/bioengineering12060626

By:

Silva-Aravena, Fabián;
Morales, Jenny;
Jayabalan, Manoj;
Sáez, Paula

Publication type:

Article

基于 EA-RL 算法的分布式能源集群调度方法.

Published in:

Journal of South China University of Technology (Natural Science Edition), 2025, v. 53, n. 1, p. 1, doi. 10.12141/j.issn.1000-565X.240218

By:

程小华;
王泽夫;
曾君;
曾婧瑶;
谭豪杰

Publication type:

Article

Dynamic programming with meta-reinforcement learning: a novel approach for multi-objective optimization.

Published in:

Complex & Intelligent Systems, 2024, v. 10, n. 4, p. 5743, doi. 10.1007/s40747-024-01469-1

By:

Wang, Qi;
Zhang, Chengwei;
Hu, Bin

Publication type:

Article

Deep Reinforcement Learning in Non-Markov Market-Making.

Published in:

Risks, 2025, v. 13, n. 3, p. 40, doi. 10.3390/risks13030040

By:

Lalor, Luca;
Swishchuk, Anatoliy

Publication type:

Article

Self reward design with fine-grained interpretability.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-28804-9

By:

Tjoa, Erico;
Guan, Cuntai

Publication type:

Article

Energy-efficient non-orthogonal multiple access for wireless communication system.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2023, v. 13, n. 2, p. 1654, doi. 10.11591/ijece.v13i2.pp1654-1668

By:

Darus, Muhamad Firdaus;
Idris, Fakrulradzi;
Hashim, Norlezah

Publication type:

Article

Genetically optimized TD3 algorithm for efficient access control in the internet of vehicles.

Published in:

Wireless Networks (10220038), 2024, v. 30, n. 9, p. 7581, doi. 10.1007/s11276-024-03733-1

By:

Al-Atawi, Abdullah A.

Publication type:

Article