Showing 1 - 20 of 309

1

Federated Deep Reinforcement Learning for ENDC Optimization
Adrian Martin ; Isabel de-la-Bandera ; Adriano Mendo ; et al.
RIUMA. Repositorio Institucional de la Universidad de Málaga
Universidad de Málaga

Optimization Handover Learning agent Optimal network Deep reinforcement learn... Network capacity
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2

Robust Deep Reinforcement Learning Algorithm for VNF-FG Embedding
Bouroudi, Abdelmounaim ; Outtagarts, Abdelkader ; Hadjadj-Aoul, Yassine ; et al.
LCN 2022 - IEEE 47th Conference on Local Computer Networks. :351-354

Edmonton, Canada Virtual Network Embeddin... 6G Virtual Network Embeddin... Deep Reinforcement Learn... Algorithm Selection
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4

Integration of multi agent reinforcement learning with golden jackal optimization for predicting average localization error in wireless sensor networks
Prabha, K. Lakshmi ; Mengash, Hanan Abdullah ; Alqahtani, Hamed ; et al.
Scientific Reports. 15(1)

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5

A hybrid MARL clustering framework for real time open pit mine truck scheduling
Xiang, Xiaolei ; Lin, Wei ; Li, Danqi
Scientific Reports. 15(1)

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6

Robust optimization of aircraft maintenance routing based on the adaptive reinforcement learning algorithm
Zhang, Haoyu ; Wu, Weiwei ; Ding, Chengjin ; et al.
Applied Intelligence: The International Journal of Research on Intelligent Systems for Real Life Complex Problems. 55(16)

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7

Modeling the Combined Problem of Determining the Lot Sizing and Cutting Stock of Raw Materials and Solving With Deep Reinforcement Learning and Exact Method
Seyed Jamaleddin Hosseini ; Ali Mohaghar ; Ghasem Mokhtari ; et al.
مدیریت مهندسی و رایانش نرم, Vol 11, Iss 2, Pp 326-347 (2025)

determining lot size deep reinforcement learn... one-dimensional raw mate... delay penalty overtime cost Industrial engineering....
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8

Boosting Exploration in Reinforcement Learning Agents via Path-Based Knowledge Graph Reasoning
Pismerov, A. M. ; Mouromtsev, D. I.
Lobachevskii Journal of Mathematics. 46(5):2415-2429

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9

Reinforcement learning control method for greenhouse vegetable irrigation driven by dynamic clipping and negative incentive mechanism
Ruipeng Tang ; Jianxun Tang ; Mohamad Sofian Abu Talip ; et al.
Frontiers in Plant Science, Vol 16 (2025)

irrigation prediction me... greenhouse vegetable irr... reinforcement learning a... sustainable agricultural... greenhouse vegetable pro... Plant culture
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10

A cooperative jamming mode adjustment method based on Multi-Agent reinforcement learning
Jieling Wang ; Yanfei Liu ; Chao Li ; et al.
Ain Shams Engineering Journal, Vol 16, Iss 11, Pp 103672- (2025)

Netted Radar System (NRS... Non-cooperative adversar... Multi-agent reinforcemen... Jamming mode adjusting Alternating training Nonlinear problems
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11

Environmentally Sustainable and Multifunctional Chrome-like Coatings Having No Chromium Designed with Reinforcement Learning
Saha, Anwesha ; Ma, Taigao ; Wang, Haozhu ; et al.
ACS Applied Materials & Interfaces. 15(23):28772-28780

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12

Optimal lot-sizing and service level weighting in sequential multi-attribute global transportation service procurement
Kong, Xiang T.R. ; He, Zhan ; Yu, Kaize ; et al.
In European Journal of Operational Research 16 December 2025 327(3):1052-1072

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13

Vision-based obstacle avoidance robotic arm path planning based on a multi-level PPO framework
Sun, Qi ; Guo, Jianhao ; Sun, Guobing
In Results in Engineering December 2025 28

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14

Energy management system scheduling optimization based on an improved generative adversarial network deep reinforcement learning algorithm
Chao, Weipeng ; Shi, Yuanbo ; Li, Yushuai ; et al.
In Engineering Applications of Artificial Intelligence 1 December 2025 161 Part A

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15

A novel practically designated-time fuzzy optimal control via reinforcement learning for stochastic constrained nonlinear systems
Qiu, Lifang ; Zhao, Junsheng ; Sun, Zong-Yao ; et al.
In Neurocomputing 14 November 2025 654

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16

A novel learning model with dynamic heterogeneous graph network for uncertain multimode resource-constrained project scheduling problem
Wang, Zheng ; Liu, Huiran ; Fan, Xiaojun
In Computers and Operations Research February 2026 186

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17

Adaptive Multi-Scale Bidirectional TD3 Algorithm for Layout Optimization of UAV–Base Station Coordination in Mountainous Areas
Leyi Wang ; Jianbo Tan ; Hanbo Gong ; et al.
Drones, Vol 9, Iss 11, p 805 (2025)

base station layout deep reinforcement learn... differential evolution a... UAV Motor vehicles. Aeronaut... TL1-4050
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19

IGSA-SAC: a novel approach for intrusion detection using improved gravitational search algorithm and soft actor-critic
Lizhong Jin ; Rulong Fan ; Xiaoling Han ; et al.
Frontiers in Computer Science, Vol 7 (2025)

Soft Actor-Critic feature selection gravitational search alg... intrusion detection Electronic computers. Co... QA75.5-76.95
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20

Adaptive regulation of blood glucose levels: A triadic methodology incorporating super twisting and deep policy gradient
Mohammadzadeh, Ardashir ; Alattas, Khalid A.
In Biomedical Signal Processing and Control May 2025 103

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