EM-T1Accident Analysis & Prevention2026231: 108496-108496A deep reinforcement learning algorithm for optimizing safety and efficiency of traffic signals using traffic conflict technique and artificial intelligence-based video analyticsHassan Bin Tahir, Shimul Md Mazharul Haque被引 5阅读 2高影响力 前 10%基金开放获取控制与系统工程
A+INFORMS Journal on ComputingUTD24202234(5): 2552-2570Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement LearningQuentin Cappart, David Bergman, Louis-Martin Rousseau, Isabeau Prémont-Schwarz 等 5 人被引 14阅读 2高影响力 前 10%开放获取数值分析预测—优化与决策导向学习金融风险与机器学习
EM-WoSEuropean Journal of Operational Research2023309(1): 446-468A general deep reinforcement learning hyperheuristic framework for solving combinatorial optimization problemsJakob Vigerust Kallestad, Ramin Hasibi, Ahmad Hemmati, Kenneth Sörensen被引 97高影响力 前 10%开放获取人工智能金融风险与机器学习
A+Management ScienceUTD24FT50202471(2): 1165-1186Learning to Optimize Contextually Constrained Problems for Real-Time Decision GenerationAaron Babier, Timothy C. Y. Chan, Adam Diamant, Rafid Mahmood被引 4阅读 6开放获取管理科学与运筹学预测—优化与决策导向学习金融风险与机器学习
EM-T1Reliability Engineering & System Safety2025265: 111478-111478Resilience-based post disaster recovery optimization for infrastructure system via deep reinforcement learningHuangbin Liang, Beatriz Moya, Francisco Chinesta C, Eleni Chatzi被引 34阅读 2高影响力 前 1%基金开放获取土木与结构工程复合灾害与灾害链
EM-T1Reliability Engineering & System Safety2024249: 110199-110199Deep reinforcement learning for maintenance optimization of a scrap-based steel production lineWaldomiro Alves Ferreira Neto, Cristiano Alexandre Virgínio Cavalcante, Phuc Do被引 37阅读 5高影响力 前 10%基金开放获取安全、风险、可靠性与质量
A+Manufacturing & Service Operations ManagementUTD24FT50202124(1): 285-304A Deep Q-Network for the Beer Game: Deep Reinforcement Learning for Inventory OptimizationAfshin Oroojlooyjadid, Mohammadreza Nazari, Lawrence Snyder, Martin Takáč被引 240阅读 3高影响力 前 1%管理信息系统
EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2019234(1): 168-182A domain adaptation model for early gear pitting fault diagnosis based on deep transfer learning networkJialin Li, Xueyi Li, David He, Yongzhi Qu被引 34阅读 2高影响力 前 10%基金开放获取控制与系统工程
EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2022238(1): 16-28Multisensor information fusion method for intelligent fault diagnosis of reciprocating compressor in shale gas developmentYang Tang, Xin Yang, Bo Lei, Yang Liu 等 5 人被引 2基金控制与系统工程金融风险与机器学习
EM-T1Reliability Engineering & System Safety2023232: 109081-109081Safe multi-agent deep reinforcement learning for joint bidding and maintenance scheduling of generation unitsPegah Rokhforoz, Mina Montazeri, Olga Fink被引 54阅读 2高影响力 前 10%基金开放获取电气与电子工程
EM-T1International Journal of Disaster Risk Reduction2026145: 106439A deep reinforcement learning framework for coastal multi-hazard emergency responseMarcello Sano, Davide Mauro Ferrario, Silvia Torresan, Andrea Critto被引 0阅读 4基金开放获取社会学与政治学应急物资配置与人道物流复合灾害与灾害链洪涝风险与减灾大模型与智能体应急治理与韧性政策
A+Information Systems ResearchUTD24FT50202335(2): 528-550Proactive Resource Request for Disaster Response: A Deep Learning-Based Optimization ModelHongzhe Zhang, Xiaohang Zhao, Xiao Fang, Bintong Chen被引 19阅读 1开放获取组织行为与人力资源管理金融风险与机器学习
A+MIS QuarterlyUTD24FT50202449(4): 1385-1416RADAR: A Framework for Developing Adversarially Robust Cyber Defense AI Agents with Deep Reinforcement LearningReza Ebrahimi, Yidong Chai, Weifeng Li, Jason L. Pacheco 等 5 人被引 8阅读 3人工智能不确定性优化（随机/鲁棒/DRO/CVaR）大模型与智能体金融风险与机器学习
EM-T1International Journal of Disaster Risk Science202617(1): 161-181Urban Flood Prediction Model Based on Explainable Deep Learning and Attention MechanismShanlun Xu, Huiliang Wang, Hongshi Xu, Zening Wu 等 7 人被引 4阅读 3高影响力 前 10%基金开放获取环境工程洪涝风险与减灾金融风险与机器学习
EM-T1Reliability Engineering & System Safety2023235: 109231-109231A sequential decision problem formulation and deep reinforcement learning solution of the optimization of O&M of cyber-physical energy systems (CPESs) for reliable and safe power production and supplyZhaojun Hao, Francesco Di Maio, Enrico Zio被引 22阅读 1高影响力 前 10%开放获取安全、风险、可靠性与质量
A+Operations ResearchUTD24FT50202170(5): 2931-2947Global Convergence of Stochastic Gradient Hamiltonian Monte Carlo for Nonconvex Stochastic Optimization: Nonasymptotic Performance Bounds and Momentum-Based AccelerationXuefeng Gao, Mert Gürbüzbalaban, Lingjiong Zhu被引 47阅读 4基金开放获取人工智能金融风险与机器学习
A+Journal of Operations ManagementUTD24FT50202471(4): 426-446An empirically grounded analytical approach to hog farm finishing stage management: Deep reinforcement learning as decision support and managerial learning toolPanos Kouvelis, Ye Liu, Danko Turcic被引 3阅读 4管理信息系统
A+Production and Operations ManagementUTD24FT50202234(7): 1836-1856Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory ManagementXiaotian Liu, Ming Hu, Yijie Peng, Yaodong Yang被引 66阅读 2高影响力 前 10%基金开放获取管理信息系统
A+INFORMS Journal on ComputingUTD24202538(5): 1323-1343Strong Partitioning and a Machine Learning Approximation for Accelerating the Global Optimization of Nonconvex Quadratically Constrained Quadratic ProgramsRohit Kannan, Harsha Nagarajan, Deepjyoti Deka被引 0阅读 3数值分析金融风险与机器学习
EM-WoSExpert Systems with Applications2027334: 134402Deep reinforcement learning-driven adaptive search algorithm for emergency rescue routingXining Cui, Yanteng Sun, Xincheng Tang, Biao Zhang 等 5 人被引 0阅读 7开放获取组织行为与人力资源管理路网损毁与基础设施韧性疏散行为与风险认知
