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检索条件"主题词=Approximate Dynamic Programming"
979 条 记 录,以下是321-330 订阅
排序:
Human-Vehicle Cooperative Driving with Multi-Lane Decision-Making via Incomplete Information Game  8
Human-Vehicle Cooperative Driving with Multi-Lane Decision-M...
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8th CAA International Conference on Vehicular Control and Intelligence, CVCI 2024
作者: Sun, Jiawen Li, Wenyu Lin, Qiuting Duan, Feng Li, Zhenning Li, Shengbo Eben College of Artificial Intelligence Nankai University Tianjin China Nankai University Tianjin Key Laboratory of Ibci&ir Tianjin China University of Macau State Key Laboratory of IoTSC China School of Vehicle and Mobility College of Ai Tsinghua University Beijing China
Nowadays, human-vehicle cooperative driving is still an important solution for intelligent transportation in unstructured scenarios. However, the conflict between the driver and the automated system for multi-lane dec... 详细信息
来源: 评论
dynamic Learning and Decision Making via Basis Weight Vectors
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OPERATIONS RESEARCH 2022年 第3期70卷 1835-1853页
作者: Zhang, Hao Univ British Columbia Sauder Sch Business Vancouver BC V6T IZ2 Canada
This paper presents a new methodology to solve a general model of dynamic decision making with a continuous unknown parameter or state. The methodology centers on the "continuation-value functions" (mappings... 详细信息
来源: 评论
A Numerical Method for Hedging Bermudan Options under Model Uncertainty
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METHODOLOGY AND COMPUTING IN APPLIED PROBABILITY 2022年 第2期24卷 893-916页
作者: Imai, Junichi Keio Univ Fac Sci & Technol Kohoku Ku 3-14-1 Hiyoshi Yokohama Kanagawa 2238522 Japan
Model uncertainty has recently been receiving more attention than risk. This study proposes an effective computational framework to derive optimal strategies for obtaining the upper and lower bounds of Bermudan-style ... 详细信息
来源: 评论
Policy search for active fault diagnosis with partially observable state
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INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING 2022年 第9期36卷 2190-2216页
作者: Kral, Ladislav Puncochar, Ivo Univ West Bohemia Dept Cybernet Plzen Czech Republic
The article deals with a novel design of an active fault detector (AFD) for a nonlinear stochastic system with a partially observable state. The imperfect state information problem is converted to a perfect state info... 详细信息
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approximate Information State for approximate Planning and Reinforcement Learning in Partially Observed Systems
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JOURNAL OF MACHINE LEARNING RESEARCH 2022年 第1期23卷 1-83页
作者: Subramanian, Jayakumar Sinha, Amit Seraj, Raihan Mahajan, Aditya Adobe Syst India Private Ltd Digital Experience Cloud Media & Data Sci Res Lab Plot A5Noida Greater Noida ExpresswayBlock A Noida 201304 Uttar Pradesh India McGill Univ Dept Elect & Comp Engn 3480 Univ St Montreal PQ H3A 0E9 Canada
We propose a theoretical framework for approximate planning and learning in partially observed systems. Our framework is based on the fundamental notion of information state. We provide two definitions of information ... 详细信息
来源: 评论
An Improved ADP Algorithm for Multistage Unit Commitment of Renewable Energy Integrated Power System  7
An Improved ADP Algorithm for Multistage Unit Commitment of ...
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7th IEEE Student Conference on Electric Machines and Systems, SCEMS 2024
作者: Zhu, Wenkai Lan, Jing Chen, Yu Electric Power Dispatching Control Center Guangdong Power Grid Corporation Guangzhou China School of Electric Power Engineering South China University of Technology Guangzhou China College of Science Minzu University of China Beijing China
With the continuous penetration of renewable energy sources (RESs), the unit commitment (UC), as a key operational problem in power system, is facing increasingly challenges due to the uncertainties. This paper propos... 详细信息
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Radar-Communications Waveform Co-Design Over-the-Air Using the WISCANet SDR Network
Radar-Communications Waveform Co-Design Over-the-Air Using t...
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IEEE Radar Conference (RadarConf)
作者: Doly, Shammi A. Chiriyath, Alex R. Herschfelt, Andrew Holtom, Jacob Ragi, Shankarachary Bliss, Daniel W. Arizona State Univ Sch Elect Comp & Energy Engn Tempe AZ 85287 USA Arizona State Univ Ctr Wireless Informat Syst & Computat Architectur Tempe AZ 85281 USA South Dakota Sch Mines & Technol Dept Elect Engn Rapid City SD 57701 USA
Many waveform co-design studies demonstrate theoretical performance enhancements but rarely provide a clear path toward implementing a tractable solution. To address this limitation, we developed a waveform co-design ... 详细信息
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Adaptive robust control of the continuous-time two-input systems with unknown disturbance based on Q-function  12
Adaptive robust control of the continuous-time two-input sys...
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IEEE 12th Data Driven Control and Learning Systems Conference (DDCLS)
作者: Lv, Yongfeng Cui, Zhengyu Wang, Minlin Taiyuan Univ Technol Coll Elect & Power Engn Taiyuan 030024 Peoples R China Lanzhou Univ Technol Coll Elect & Informat Engn Lanzhou 730050 Peoples R China
Considering overshoot and chatter of the multi-input system with unknown interference, this paper studies the adaptive robust optimal controls of continuous-time two-input systems with an approximate dynamic programmi... 详细信息
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Interpretable Optimal Stopping
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MANAGEMENT SCIENCE 2022年 第3期68卷 1616-1638页
作者: Ciocan, Dragos Florin Misic, Velibor V. European Inst Business Adm INSEAD F-77305 Fontainebleau France Univ Calif Los Angeles Anderson Sch Management Los Angeles CA 90095 USA
Optimal stopping is the problem of deciding when to stop a stochastic system to obtain the greatest reward, arising in numerous application areas such as finance, healthcare, and marketing. State-of-the-art methods fo... 详细信息
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Opaque selling of multiple substitutable products with finite inventories
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NAVAL RESEARCH LOGISTICS 2022年 第4期69卷 529-549页
作者: Liu, Qian Xiao, Yongbo Zhang, Dan Hong Kong Univ Sci & Technol Dept Ind Engn & Decis Analyt Hong Kong Peoples R China Tsinghua Univ Res Ctr Contemporary Management Sch Econ & Management Beijing 100084 Peoples R China Univ Colorado Leeds Sch Business Boulder CO 80309 USA
Opaque selling, in which a seller offers opaque goods (OGs), in addition to physical goods, has been shown to be an effective strategy to segment a market and improve the seller's profit. This article studies opaq... 详细信息
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