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Wuze Huang

Macau University of Science and Technology

China

  • Macau University of Science and Technology

SCHOLARLY PAPERS

4

DOWNLOADS

156

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Offline Reinforcement Learning Strategies Guided Meta-Heuristics for Scheduling Bi-Objective Unmanned Surface Vessel Problems with Multiple Constraints

Number of pages: 58 Posted: 02 Jul 2025
Wuze Huang, Kaizhou Gao, Naiqi Wu, Liang Zhao and Renato Tinós
Macau University of Science and Technology, Macau University of Science and Technology, Macau University of Science and Technology, University of São Paulo (USP) and affiliation not provided to SSRN
Downloads 51 (1,074,648)

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Unmanned surface vessel scheduling, Local search, Meta-heuristics, Bi-objective, Reinforcement learning.

2.

Problem Feature Based Meta-Heuristics with Q-Learning for Solving Urban Traffic Light Scheduling Problems

Number of pages: 25 Posted: 30 May 2023
Liang Wang, Kaizhou Gao, Zhongjie Lin, Wuze Huang and Ponnuthurai Nagaratnam Suganthan
Macau University of Science and Technology, Macau University of Science and Technology, Macau University of Science and Technology, Macau University of Science and Technology and Qatar University
Downloads 48 (1,086,013)

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Urban traffic light scheduling, Meta-heuristics, Q-learning

3.

Integrating Meta-Heuristics and Q-Learning for Scheduling Carbon Emission Urban Traffic Lights with Two Objectives

Number of pages: 36 Posted: 22 Oct 2024
Wuze Huang, Kaizhou Gao, Zhongjie Lin, Le Zhang, Ponnuthurai Nagaratnam Suganthan and Naiqi Wu
Macau University of Science and Technology, Macau University of Science and Technology, Macau University of Science and Technology, University of Electronic Science and Technology of China (UESTC), Qatar University and Macau University of Science and Technology
Downloads 31 (1,318,317)

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bi-objective, carbon emission, Meta-heuristics, Q-learning, urban traffic light scheduling

4.

Scheduling Heterogeneous Unmanned Surface Vessels via Online Deep Reinforcement Learning-Driven Multi-Objective Meta-heuristics

Number of pages: 12 Posted: 04 May 2026
Wuze Huang, Kaizhou Gao, Hui Yu, Su Rong, Naiqi Wu and Peiyong Duan
Macau University of Science and Technology, Macau University of Science and Technology, Inner Mongolia University, affiliation not provided to SSRN, Macau University of Science and Technology and Qilu University of Technology
Downloads 26 (1,459,862)

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