Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 14 Life Below Water
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Dive into the research topics where Jiajun Ou is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Adaptive fusion of multi-source information for USV trajectory planning via deep reinforcement learning
Wei, Y., Liu, D., Ou, J., Guo, X. & Zheng, B., 1 Mar 2026, In: Ocean Engineering. 348, 124076.Research output: Contribution to journal › Article › peer-review
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Collaborative coverage trajectory planning for stratospheric airship via multi-agent reinforcement learning
Zheng, B., Guo, X., Ou, J., Lou, W. & Yuan, J., Jan 2026, In: Aerospace Science and Technology. 168, 110736.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Scopus citations -
Long-term cooperative path planning for stratospheric airships based on hierarchical multi-agent reinforcement learning
Lv, C., Zhu, M., Guo, X., Ou, J., Zheng, B. & Sun, L., 1 Apr 2026, In: Engineering Applications of Artificial Intelligence. 169, 114156.Research output: Contribution to journal › Article › peer-review
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Deep-Reinforcement-Learning-Based Path Planning Method for Stratospheric Airships in Spatiotemporally Complex Environments
Zheng, B., Guo, X., Wang, Y., Ou, J. & Lou, W., 2025, In: IEEE Transactions on Aerospace and Electronic Systems. 61, 6, p. 17843-17857 15 p.Research output: Contribution to journal › Article › peer-review
7 Link opens in a new tab Scopus citations -
Hierarchical reinforcement learning method for long-horizon path planning of stratospheric airship
Lv, C., Zhu, M., Guo, X., Ou, J. & Lou, W., May 2025, In: Aerospace Science and Technology. 160, 110075.Research output: Contribution to journal › Article › peer-review
17 Link opens in a new tab Scopus citations