Zobrazeno 1 - 10
of 2 603
pro vyhledávání: '"Monte-Carlo Tree Search"'
Publikováno v:
CLEI Electronic Journal, Vol 27, Iss 3 (2024)
The Stochastic Shortest Path (SSP) is a formalism widely used for modeling goal-oriented probabilistic planning problems. When dead ends, which are states from which goal states cannot be reached, are present in the problem and cannot be avoided, the
Externí odkaz:
https://doaj.org/article/338c82f1e9ce4652bfb3e38c26b84ad5
Publikováno v:
In Applied Soft Computing February 2025 170
Autor:
Zhang, Hang a, Wang, Wenhu a, Wang, Yue b, Zhang, Yajun c, Zhou, Jingtao a, Huang, Bo d, Zhang, Shusheng a, ⁎
Publikováno v:
In Journal of Manufacturing Systems February 2025 78:370-393
Publikováno v:
Journal of Infrastructure Preservation and Resilience, Vol 5, Iss 1, Pp 1-20 (2024)
Abstract We propose a novel Deep Reinforcement Learning (DRL) architecture for sequential decision processes under uncertainty, as encountered in inspection and maintenance (I &M) planning. Unlike other DRL algorithms for (I &M) planning, the propose
Externí odkaz:
https://doaj.org/article/6ff30bc17efd40a7af2ccea8b2bc56c9
Publikováno v:
Leida xuebao, Vol 13, Iss 1, Pp 253-269 (2024)
Appropriate and effective resource scheduling is the key to achieving the best performance for a space-based radar. Considering the resource scheduling problem of multi-target tracking in a space-based radar system, we establish a cost function that
Externí odkaz:
https://doaj.org/article/27f7a575de0f4f72a41b374d228120e7
Publikováno v:
IEEE Access, Vol 12, Pp 171055-171065 (2024)
Quadratic Unconstrained Binary Optimization (QUBO) is a versatile approach used to represent a wide range of NP-hard Combinatorial Optimization (CO) problems through binary variables. The transformation of QUBO to an Ising Hamiltonian is recognized a
Externí odkaz:
https://doaj.org/article/4a5f6a7a3da242a5b01c397b21975fe7
Publikováno v:
IEEE Access, Vol 12, Pp 67246-67255 (2024)
The mainstream Go AI algorithms represented by AlphaZero and KataGo suffer from low-quality samples in the early training period and low exploration efficiency when performing traditional Monte Carlo Tree Search (MCTS). For the shortcomings mentioned
Externí odkaz:
https://doaj.org/article/f9cc070602d845d08e48ed9781481348
Publikováno v:
IEEE Access, Vol 12, Pp 56400-56413 (2024)
Agents have been applied to a wide variety of fields, including power systems and spacecraft. Belief-Desire-Intention (BDI) agents, as one of the most widely used and researched architectures, have the advantage of being able to pursue multiple goals
Externí odkaz:
https://doaj.org/article/0ccda607946a48f2b79c779616106e89
Publikováno v:
Symmetry, Vol 16, Iss 8, p 1039 (2024)
This paper improves the timeliness of satellite mission planning to cope with the rapid response to changes. In this paper, satellite mission planning is investigated. Firstly, the satellite dynamics model and mission planning model are established,
Externí odkaz:
https://doaj.org/article/e41e5b3b61b34ac39ffe03e2f6934c61
Autor:
Ronghui Lin, Vytautas Valuckas, Thi Thu Ha Do, Arash Nemati, Arseniy I. Kuznetsov, Jinghua Teng, Son Tung Ha
Publikováno v:
Advanced Science, Vol 11, Iss 13, Pp n/a-n/a (2024)
Abstract Freeform nanostructures have the potential to support complex resonances and their interactions, which are crucial for achieving desired spectral responses. However, the design optimization of such structures is nontrivial and computationall
Externí odkaz:
https://doaj.org/article/65715dba58174dc8b92cf4a2e52fbb2d