Reinforcement learning-guided multi-objective trajectory planning for obstacle avoidance in robotic manipulators

Zhenlong Zhao, Shuang Hao, Bin Jin, Lei Liu, Zhongfeng Li

Open source

DOI
10.1038/s41598-026-69735-5
Published
2026-09-12
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-69735-5,
  title = {Reinforcement learning-guided multi-objective trajectory planning for obstacle avoidance in robotic manipulators},
  author = {Zhenlong Zhao and Shuang Hao and Bin Jin and Lei Liu and Zhongfeng Li},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-69735-5},
  url = {https://doi.org/10.1038/s41598-026-69735-5}
}

RIS

TY  - JOUR
TI  - Reinforcement learning-guided multi-objective trajectory planning for obstacle avoidance in robotic manipulators
AU  - Zhenlong Zhao
AU  - Shuang Hao
AU  - Bin Jin
AU  - Lei Liu
AU  - Zhongfeng Li
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-69735-5
UR  - https://doi.org/10.1038/s41598-026-69735-5
ER  - 

APA

Zhao, Z., Hao, S., Jin, B., Liu, L., & Li, Z. (2026). Reinforcement learning-guided multi-objective trajectory planning for obstacle avoidance in robotic manipulators. Scientific Reports. https://doi.org/10.1038/s41598-026-69735-5

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