Trajectory Optimization for Unknown Constrained Systems using Reinforcement Learning

Kei Ota, Devesh K. Jha, Tomoaki Oiki, Mamoru Miura, Takashi Nammoto, Daniel Nikovski, Toshisada Mariyama. Trajectory Optimization for Unknown Constrained Systems using Reinforcement Learning. In 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019, Macau, SAR, China, November 3-8, 2019. pages 3487-3494, IEEE, 2019. [doi]

@inproceedings{OtaJOMNNM19,
  title = {Trajectory Optimization for Unknown Constrained Systems using Reinforcement Learning},
  author = {Kei Ota and Devesh K. Jha and Tomoaki Oiki and Mamoru Miura and Takashi Nammoto and Daniel Nikovski and Toshisada Mariyama},
  year = {2019},
  doi = {10.1109/IROS40897.2019.8968010},
  url = {https://doi.org/10.1109/IROS40897.2019.8968010},
  researchr = {https://researchr.org/publication/OtaJOMNNM19},
  cites = {0},
  citedby = {0},
  pages = {3487-3494},
  booktitle = {2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019, Macau, SAR, China, November 3-8, 2019},
  publisher = {IEEE},
  isbn = {978-1-7281-4004-9},
}