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Reinforcement Learning for Real-Time Traffic Management: A Robust DQN-Based Signal Control Approach with OpenTAPAS Integration
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| Published in: | VFAST Transactions on Software Engineering |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1867301677856456705 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | VFAST Transactions on Software Engineering |
| description | |
| discipline_display | Software |
| discipline_facet | Software |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:58018 |
| institution | FRELIP |
| journal_source_facet | VFAST Transactions on Software Engineering |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Reinforcement Learning for Real-Time Traffic Management: A Robust DQN-Based Signal Control Approach with OpenTAPAS Integration Software General Software |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Software General Software Software General Software |
| subject_facet | Software General Software |
| title | Reinforcement Learning for Real-Time Traffic Management: A Robust DQN-Based Signal Control Approach with OpenTAPAS Integration |
| title_auth | Reinforcement Learning for Real-Time Traffic Management: A Robust DQN-Based Signal Control Approach with OpenTAPAS Integration |
| title_full | Reinforcement Learning for Real-Time Traffic Management: A Robust DQN-Based Signal Control Approach with OpenTAPAS Integration |
| title_fullStr | Reinforcement Learning for Real-Time Traffic Management: A Robust DQN-Based Signal Control Approach with OpenTAPAS Integration |
| title_full_unstemmed | Reinforcement Learning for Real-Time Traffic Management: A Robust DQN-Based Signal Control Approach with OpenTAPAS Integration |
| title_short | Reinforcement Learning for Real-Time Traffic Management: A Robust DQN-Based Signal Control Approach with OpenTAPAS Integration |
| title_sort | reinforcement learning for real-time traffic management: a robust dqn-based signal control approach with opentapas integration |
| topic | Software General Software |
| url | https://vfast.org/journals/index.php/VTSE/article/view/2395 |