Zobrazeno 1 - 10
of 11 368
pro vyhledávání: '"Hierarchy (mathematics)"'
Publikováno v:
IEEE Transactions on Neural Networks and Learning Systems. 33:7778-7790
Hierarchical reinforcement learning (HRL) is a promising approach to perform long-horizon goal-reaching tasks by decomposing the goals into subgoals. In a holistic HRL paradigm, an agent must autonomously discover such subgoals and also learn a hiera
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ecdf4aa8042feb0e0c49a9a3b1aae171
https://doi.org/10.1109/tnnls.2021.3087733
https://doi.org/10.1109/tnnls.2021.3087733
Publikováno v:
IEEE Transactions on Engineering Management. 69:1276-1293
In order to efficiently reduce the high inventory cost of discrete manufacturing firms, which is caused by the large production scale, complex processes, and varieties of materials, this article presents a two-stage decision framework integrating mul
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a9ed025b1e3be093e5cb87f952712e32
https://doi.org/10.1109/tem.2020.2971109
https://doi.org/10.1109/tem.2020.2971109
Publikováno v:
IEEE Transactions on Intelligent Transportation Systems. 23:12700-12710
Clustering taxi data is commonly used to understand spatial patterns of urban mobility. In this paper, we propose a new clustering model called Origin-Destination-means (OD-means). OD-means is a hierarchical adaptive k-means algorithm based on origin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9cbe607b8703a114f39a1754d990dbfa
https://doi.org/10.1109/tits.2021.3116963
https://doi.org/10.1109/tits.2021.3116963
Publikováno v:
IEEE Transactions on Systems, Man, and Cybernetics: Systems. 52:4247-4258
This study proposes a hierarchical structure-based fault-tolerant tracking control methodology for multiple 3-DOF helicopters in the presence of system nonlinearities, uncertainties and simultaneous actuator faults (partial loss of effectiveness, stu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::86c0d122ca0ce541d37f2d57db68c5f9
https://doi.org/10.1109/tsmc.2021.3095073
https://doi.org/10.1109/tsmc.2021.3095073
Publikováno v:
IEEE Transactions on Neural Networks and Learning Systems. 33:2586-2595
We study the propagation and distribution of information-carrying signals injected in dynamical systems serving as reservoir computers. Through different combinations of repeated input signals, a multivariate correlation analysis reveals measures kno
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::da2db03bd0aaeeb6083fbe04e5121316
https://doi.org/10.1109/tnnls.2021.3119548
https://doi.org/10.1109/tnnls.2021.3119548
Autor:
Junlin Xiong, Yan Wang
Publikováno v:
IEEE Transactions on Systems, Man, and Cybernetics: Systems. 52:3337-3348
This article investigates the decentralized optimal linear quadratic regulation (LQR) control for large-scale systems. The large-scale system is defined over a weakly connected graph. Assume that the information is transmitted along the edges in the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7ab27d4ba5d5878f21030fd633f8de47
https://doi.org/10.1109/tsmc.2021.3064842
https://doi.org/10.1109/tsmc.2021.3064842
Publikováno v:
Chinese Journal of Aeronautics. 35:362-375
Warhead power assessment of the anti-ship missile plays a vital role in determining the optimal design of missile, thus having important strategic research significance. However, in the assessment process, expert’s judgement will directly affect th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::874b60b1b11cbfbd901b0ab5a6ec4fdb
https://doi.org/10.1016/j.cja.2021.03.030
https://doi.org/10.1016/j.cja.2021.03.030
Publikováno v:
European Journal of Operational Research. 298:293-307
Complex decision-making problems can be conveniently decomposed in more manageable sub-problems through a hierarchical approach. Often, there are interaction effects between sub-criteria or elementary criteria in the hierarchy. In this paper, we prop
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c19f0bc4f766530a65d7a080f8d4b3fb
https://doi.org/10.1016/j.ejor.2021.06.065
https://doi.org/10.1016/j.ejor.2021.06.065
Autor:
Yehuda Levy, Ziv Hellman
Publikováno v:
Mathematics of Operations Research. 47:367-383
The solution concept of a Bayesian equilibrium of a Bayesian game is inherently an interim concept. The corresponding ex ante solution concept has been termed a Harsányi equilibrium; examples have appeared in the literature showing that there are Ba
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bc8ce2aefc840875011f7d7e215b4f50
https://doi.org/10.1287/moor.2021.1135
https://doi.org/10.1287/moor.2021.1135
Publikováno v:
IEEE Geoscience and Remote Sensing Letters. 19:1-5
The nonlocal mechanism (NM) has shown its effectiveness in many real-world applications. However, it is usually criticized for its costly computation complexity in time and space, which are both O(H²W²), where Hx W is the spatial dimension of input
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7eb00f1b6a80829c463278fc177a10fc
https://doi.org/10.1109/lgrs.2021.3049251
https://doi.org/10.1109/lgrs.2021.3049251