Search Results - "Deep reinforcement learning"

Adaptive AI for QoS Management in 6G Networks: Leveraging DRL for Optimal Performance.

Authors: Alqudaihi, Ali Ahmed¹ (AUTHOR) aalqudaihi@jazanu.edu.sa

Source: EPJ Web of Conferences. 6/26/2026, Vol. 375, p1-11. 11p.

Multimodal Perception-Driven Optimization of Mobile Interaction Interfaces and Supply Chain Efficiency.

Authors: Liu, Jia Gao, Tian

Source: International Journal of Interactive Mobile Technologies; 2026, Vol. 20 Issue 12, p140-153, 14p

About Our Authors.

Source: Information Systems Research (INFORMS). Mar2025, Vol. 36 Issue 1, p637-646. 10p.

Customer Acquisition via Explainable Deep Reinforcement Learning.

Authors: Song, Yicheng Wang, Wenbo Yao, Song

Source: Information Systems Research (INFORMS). Mar2025, Vol. 36 Issue 1, p534-551. 18p.

Deep Policy Iteration with Integer Programming for Inventory Management.

Authors: Harsha, Pavithra Jagmohan, Ashish Kalagnanam, Jayant et al.

Source: Manufacturing & Service Operations Management (M&SOM) (INFORMS). Mar/Apr2025, Vol. 27 Issue 2, p369-388. 20p.

Transfer Reinforcement Learning for Mixed Observability Markov Decision Processes with Time-Varying Interval-Valued Parameters and Its Application in Pandemic Control.

Authors: Du, Mu Yu, Hongtao Kong, Nan

Source: INFORMS Journal on Computing. Mar/Apr2025, Vol. 37 Issue 2, p315-337. 23p.

MT-RAM: Multi Task-Recurrent Attention Model for partially observable image anomaly classification and localization.

Authors: Guo, Jie Han, Congyu Ma, Yujie et al.

Source: IISE Transactions. Dec2025, Vol. 57 Issue 12, p1391-1406. 16p.

Subjects: Reinforcement learning, Deep reinforcement learning, Image recognition (Computer vision), Recurrent neural networks, Data quality

SARSA ali DQN za krmiljenje baterijskega hranilnika.

Alternate Title: A Comparison of Tabular and Deep Reinforcement Learning for Battery Management.

Authors: Sivec, Andraž Meža, Marko

Source: Electrotechnical Review / Elektrotehniski Vestnik. 2026, Vol. 93 Issue 1/2, p63-68. 6p.

Enhanced PV power prediction using LSTM-integrated soft actor–critic model based on long short-term memory.

Authors: Xu, Yang Lu, Zhengqiu

Source: Journal of Computational Methods in Sciences & Engineering (Sage Publications Inc.). Sep2025, Vol. 25 Issue 5, p4774-4786. 13p.

Subjects: Reinforcement learning, Deep reinforcement learning, Long short-term memory, Markov processes, Electric power distribution grids, Deep learning

Smartformer: An intelligent transformer compression framework for time-series modeling.

Authors: Wang, Xiaojian Wang, Yinan Yang, Jin et al.

Source: IISE Transactions. Sep2025, Vol. 57 Issue 9, p1027-1040. 14p.

Subjects: Artificial neural networks, Deep reinforcement learning, Transformer models, Resource-limited settings, Time series analysis

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

Authors: Senthamilselvi, M. Ranjeeth Kumar, C.

Source: Automatika: Journal for Control, Measurement, Electronics, Computing & Communications. Aug2025, Vol. 66 Issue 3, p475-490. 16p.

Subjects: Artificial neural networks, Deep reinforcement learning, Federated learning, Sensor networks, Energy consumption

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

Authors: Tian, Wenhao Hu, Peipei Zhang, Chen

Source: Journal of Intelligent Manufacturing. Aug2025, Vol. 36 Issue 6, p4331-4350. 20p.

Subjects: Deep reinforcement learning, Aluminum alloy welding, Laser welding, Machine learning, Production engineering, Reinforcement learning

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

Authors: LEHUI LIN PINGLI LV

Source: Scalable Computing: Practice & Experience. Sep2025, Vol. 26 Issue 5, p1964-1973. 10p.

Subjects: Deep reinforcement learning, Machine learning, Robot motion, PID controllers, Motion control devices

Dynamic Routing and Wavelength Assignment with Reinforcement Learning.

Authors: Kafaei, Peyman Cappart, Quentin Chapados, Nicolas et al.

Source: INFORMS Journal on Optimization. Winter2024, Vol. 6 Issue 1, p1-18. 18p.

Shields for Safe Reinforcement Learning.

Authors: Könighofer, Bettina Bloem, Roderick Jansen, Nils et al.

Source: Communications of the ACM; Nov2025, Vol. 68 Issue 11, p80-90, 11p

AI vs. Human Buyers: A Study of Alibaba's Inventory Replenishment System.

Authors: Jiaxi Liu Shuyi Lin Linwei Xin et al.

Source: INFORMS Journal on Applied Analytics. Sep/Oct2023, Vol. 53 Issue 5, p372-387. 16p.

Deep Reinforcement Learning for Sequential Targeting.

Authors: Wang, Wen Li, Beibei Luo, Xueming et al.

Source: Management Science (INFORMS). Sep2023, Vol. 69 Issue 9, p5439-5460. 22p. 4 Diagrams, 5 Charts, 9 Graphs.

Meta-Reinforced Graph-Aware Secure SDN Framework Using Hybrid GWCC-Chaos Cryptography and Energy-Aware Routing.

Authors: Andanaiah, Nagaraju Tumakuru Malode, Vishwanatha Panduranga Rao

Source: Engineering, Technology & Applied Science Research; Oct2025, Vol. 15 Issue 5, p27931-27937, 7p

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

Authors: Sukanya, B. S. Sudha, L.

Source: Cuestiones de Fisioterapia. 2025, Vol. 54 Issue 4, p872-890. 19p.

Deep reinforcement learning-based multi-lane mixed traffic ramp merging strategy.

Authors: Zhou, Tong Huang, Yuzhao Tian, Yudan et al.

Source: PLoS ONE. 9/18/2025, Vol. 20 Issue 9, p1-19. 19p.