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检索条件"主题词=Approximate Dynamic Programming"
979 条 记 录,以下是341-350 订阅
排序:
Enhanced Exploration Least-Squares Methods for Optimal Stopping Problems
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IEEE CONTROL SYSTEMS LETTERS 2022年 6卷 271-276页
作者: Forootani, Ali Tipaldi, Massimo Iervolino, Raffaele Dey, Subhrakanti Maynooth Univ Hamilton Inst Maynooth W23 F2K8 Kildare Ireland Univ Sannio Dept Engn I-82100 Benevento Italy Univ Naples Federico II Dept Elect Engn & Informat Technol I-80125 Naples Italy
This letter presents an approximate dynamic programming (ADP) least-squares based approach for solving optimal stopping problems with a large state space. By extending some previous work in the area of optimal stoppin... 详细信息
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approximate dynamic programming with Bezier Curves/Surfaces for Top-percentile Traffic Routing
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2012年 第3期218卷 698-707页
作者: Grothey, Andreas Yang, Xinan Univ Edinburgh Coll Sci & Engn Sch Math Edinburgh EH8 9YL Midlothian Scotland
Multi-homing is used by Internet Service Providers (ISPs) to connect to the Internet via different network providers. This study develops a routing strategy under multi-homing in the case where network providers charg... 详细信息
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Robot Scheduling for Mobile-Rack Warehouses: Human-Robot Coordinated Order Picking Systems
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PRODUCTION AND OPERATIONS MANAGEMENT 2022年 第1期31卷 98-116页
作者: Wang, Zheng Sheu, Jiuh-Biing Teo, Chung-Piaw Xue, Guiqin Dalian Maritime Univ Sch Maritime Econ & Management 1 Linghai Rd Dalian 116026 Peoples R China Natl Taiwan Univ Dept Business Adm 1Sect 4Roosevelt Rd Taipei 10617 Taiwan Natl Univ Singapore NUS Business Sch Singapore 119077 Singapore Natl Univ Singapore Inst Operat Res & Analyt Singapore 119077 Singapore
Intelligent part-to-picker systems are spreading across a broad range of industries as preferred solutions for agile order fulfillment, wherein mobile racks are carried by robots and moved to stations where human pick... 详细信息
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Generalized Actor-Critic Learning Optimal Control in Smart Home Energy Management
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IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2021年 第10期17卷 6614-6623页
作者: Wei, Qinglai Liao, Zehua Shi, Guang Chinese Acad Sci Inst Automat State Key Lab Management & Control Complex Syst Beijing 100190 Peoples R China Univ Chinese Acad Sci Sch Artificial Intelligence Beijing 100049 Peoples R China Macau Univ Sci & Technol Inst Syst Engn Macau 999078 Peoples R China Coordinat Ctr China Natl Comp Network Emergency Response Tech Team Beijing 100029 Peoples R China
This article is concerned with a new generalized actor-critic learning (GACL) optimal control method. It aims at the optimal energy control and management for smart home systems, which is expected to minimize the cons... 详细信息
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Efficient Multi-Step Lookahead Bayesian Optimization with Local Search Constraints  61
Efficient Multi-Step Lookahead Bayesian Optimization with Lo...
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IEEE 61st Conference on Decision and Control (CDC)
作者: Paulson, Joel A. Sorouifar, Farshud Chakrabarty, Ankush Ohio State Univ Dept Chem & Biomol Engn Columbus OH 43210 USA Mitsubishi Elect Res Labs Cambridge MA 02139 USA
Bayesian optimization (BO) is a data-efficient approach for optimizing expensive-to-evaluate black-box functions that suffer from noisy evaluations. Traditional BO algorithms ignore the relationship between consecutiv... 详细信息
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The Bayesian Prophet: A Low-Regret Framework for Online Decision Making
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MANAGEMENT SCIENCE 2021年 第3期67卷 1368-1391页
作者: Vera, Alberto Banerjee, Siddhartha Cornell Univ Ithaca NY 14853 USA
We develop a new framework for designing online policies given access to an oracle providing statistical information about an off-line benchmark. Having access to such prediction oracles enables simple and natural Bay... 详细信息
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Robust-adaptive dynamic programming-based time-delay control of autonomous ships under stochastic disturbances using an actor-critic learning algorithm
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JOURNAL OF MARINE SCIENCE AND TECHNOLOGY 2021年 第4期26卷 1262-1279页
作者: Esfahani, Hossein Nejatbakhsh Szlapczynski, Rafal Gdansk Univ Technol Fac Ocean Engn & Ship Technol Gdansk Poland
This paper proposes a hybrid robust-adaptive learning-based control scheme based on approximate dynamic programming (ADP) for the tracking control of autonomous ship maneuvering. We adopt a Time-Delay Control (TDC) ap... 详细信息
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A deep real options policy for sequential service region design and timing
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COMPUTERS & OPERATIONS RESEARCH 2024年 161卷
作者: Rath, Srushti Chow, Joseph Y. J. New York Univ Univ Transportat Ctr Dept Civil & Urban Engn C2SMARTTandon Sch Engn Brooklyn NY 11201 USA
There is a need for strategic flexibility in well-timed deployment decisions in the design and timing of mobility service regions, i.e. cast as 'real options'. This problem becomes increasingly challenging con... 详细信息
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dynamic service of geographically dispersed time-sensitive demands
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TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES 2024年 163卷
作者: de Jong, Niels Aslan, Ayse Bakir, Ilke Univ Groningen Dept Operat NL-9700 AV Groningen Netherlands Edinburgh Napier Univ Sch Engn & Built Environm Edinburgh EH10 5DT Scotland
This paper presents a new framework that models the novel dynamic vehicle dispatch problem with holding costs (DVDPHC), which focuses on serving stochastic demands at geographically dispersed locations in a timely man... 详细信息
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Power Control Optimization for Autonomous Hybrid Electric Vehicles with Flexible Driveline Torque Demand
Power Control Optimization for Autonomous Hybrid Electric Ve...
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American Control Conference (ACC)
作者: Kargar, Mohammadali Song, Xingyong
In the study of powertrain controls optimization for autonomous vehicles, the vehicle's external dynamics and powertrain dynamics are often treated separately, where one of the unique features is usually neglected... 详细信息
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