Enhancing the Traveling Salesman Problem Solutions with Reinforcement Learning: A Variant Exploration-Exploitation Approach Beyond ε-Greedy-Reference-Cited by-同舟云学术

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Enhancing the Traveling Salesman Problem Solutions with Reinforcement Learning: A Variant Exploration-Exploitation Approach Beyond ε-Greedy

Published:2023-11-22 Issue: Volume: Page:1-6
ISSN:
Container-title:2023 14th International Conference on Intelligent Systems: Theories and Applications (SITA)
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Author:

El Jaghaoui Sanaa¹,Elmiad Aissa Kerkour¹,Lmah Abdelhamid Benaini²

Affiliation:

1. Mohammed First University,Lab. LARI, FSO,Oujda,Morocco

2. Normandie University,Le Havre,France

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10373588/10373590/10373716.pdf?arnumber=10373716

Reference21 articles.

1. THE TRAVELING SALESMAN PROBLEM A Guided Tour of Combinatorial Optimization

2. Exploitation, Exploration, and Process Management: The Productivity Dilemma Revisited

3. Deep Reinforcement Learning

4. Q-learning

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Combining reinforcement learning algorithm and genetic algorithm to solve the traveling salesman problem;The Journal of Engineering;2024-05-29

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