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检索条件"主题词=Value Function Approximation"
113 条 记 录,以下是1-10 订阅
排序:
A tutorial on value function approximation for stochastic and dynamic transportation
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4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH 2024年 第1期22卷 145-173页
作者: Heinold, Arne Univ Kiel Sch Econ & Business Kiel Germany
This paper provides an introductory tutorial on value function approximation (VFA), a solution class from Approximate Dynamic Programming. VFA describes a heuristic way for solving sequential decision processes like a... 详细信息
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High-Order Taylor Expansion-Based Nonlinear value function approximation for Stochastic Economic Dispatch of Active Distribution Network
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IEEE TRANSACTIONS ON SMART GRID 2024年 第5期15卷 4511-4521页
作者: Luo, Yuhao Zhu, Jianquan Chen, Jiajun Wu, Ruibing Huang, Haojiang Liu, Wenhao Liu, Mingbo South China Univ Technol Sch Elect Power Engn Guangzhou 510640 Peoples R China
The stochastic economic dispatch (SED) problem of active distribution network (ADN) is computationally intractable for traditional algorithms due to the randomness, nonlinearity, and nonconvexity. To solve this proble... 详细信息
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Local and soft feature selection for value function approximation in batch reinforcement learning for robot navigation
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JOURNAL OF SUPERCOMPUTING 2024年 第8期80卷 10720-10745页
作者: Fathinezhad, Fatemeh Adibi, Peyman Shoushtarian, Bijan Chanussot, Jocelyn Univ Isfahan Fac Comp Engn Artificial Intelligence Dept Esfahan Iran Univ Grenoble Alpes Grenoble INP GIPSA Lab CNRS Grenoble France
This paper proposes a novel method for robot navigation in high-dimensional environments that reduce the dimension of the state space using local and soft feature selection. The algorithm selects relevant features bas... 详细信息
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A Periodic Review Service Control Problem in a City Network: A value function approximation Method
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ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH 2025年
作者: Mu, Zhikang Hu, Qiying Fudan Univ Sch Management 670 Guoquan Rd Shanghai 200433 Peoples R China Fudan Univ Sch Management 670 Guoquan Rd Shanghai 200433 Peoples R China
In this paper, we study a periodic review service control problem with backlogging in a city network (SCP-N), based on a third-party quality inspection platform in which products from suppliers need to be inspected be... 详细信息
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Optimized ensemble value function approximation for dynamic programming
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2023年 第2期309卷 719-730页
作者: Cervellera, Cristiano Natl Res Council Italy Inst Marine Engn Via Marini 6 I-16149 Genoa Italy
Approximate dynamic programming (ADP) is the standard tool for the solution of multistage dynamic optimization problems under general conditions, such as nonlinear state equation and cost, and continuous state and con... 详细信息
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Combining value function approximation and multiple scenario approach for the effective management of ride-hailing services
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EURO JOURNAL ON TRANSPORTATION AND LOGISTICS 2023年 12卷
作者: Heitmann, R. Julius O. Soeffker, Ninja Ulmer, Marlin W. Mattfeld, Dirk C. Tech Univ Carolo Wilhelmina Braunschweig Decis Support Grp Braunschweig Germany Univ Wien Dept Business Decis & Analyt Vienna Austria Otto von Guericke Univ Chair Management Sci Magdeburg Germany
The availability of various services for individual mobility is increasing, especially in urban areas. Dynamic ride-hailing services address these aspects and are gaining market share with providers such as MOIA, Uber... 详细信息
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Meso-parametric value function approximation for dynamic customer acceptances in delivery routing
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2020年 第1期285卷 183-195页
作者: Ulmer, Marlin W. Thomas, Barrett W. Tech Univ Carolo Wilhelmina Braunschweig Carl Friedrich Gauss Fak Muhlenpfordtstr 23 D-38106 Braunschweig Germany Univ Iowa Tippie Coll Business 108 John Pappajohn Business Bldg Iowa City IA 52242 USA
The rise of mobile communication, ample computing power, and Amazon's training of customers has led to last-mile delivery challenges and created struggles for companies seeking to budget their limited delivery res... 详细信息
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value function approximation for dynamic multi-period vehicle routing
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2018年 第3期269卷 883-899页
作者: Ulmer, Marlin W. Soeffker, Ninja Mattfeld, Dirk C. Tech Univ Carolo Wilhelmina Braunschweig Inst Wirtschaftsinformat Carl Friedrich Gauss Fak Muhlenpfordtstr 23 D-38106 Braunschweig Germany
In practical applications like parcel or technician services, customers request service during the day. Service providers decide whether to accept a customer for same-day service or to defer a customer due to resource... 详细信息
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Leveraging Statistical Multi-Agent Online Planning with Emergent value function approximation  17
Leveraging Statistical Multi-Agent Online Planning with Emer...
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17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS)
作者: Phan, Thomy Belzner, Lenz Gabor, Thomas Schmid, Kyrill Ludwig Maximilians Univ Munchen Inst Informat Munich Germany
Making decisions is a great challenge in distributed autonomous environments due to enormous state spaces and uncertainty. Many online planning algorithms rely on statistical sampling to avoid searching the whole stat... 详细信息
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Leveraging Statistical Multi-Agent Online Planning with Emergent value function approximation  18
Leveraging Statistical Multi-Agent Online Planning with Emer...
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Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems
作者: Thomy Phan Lenz Belzner Thomas Gabor Kyrill Schmid LMU Munich Munich Germany
Making decisions is a great challenge in distributed autonomous environments due to enormous state spaces and uncertainty. Many online planning algorithms rely on statistical sampling to avoid searching the whole stat... 详细信息
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