Autonomous robot navigation system with learning based on deep Q-network and topological maps

Yuki Kato, Koji Kamiyama, Kazuyuki Morioka. Autonomous robot navigation system with learning based on deep Q-network and topological maps. In IEEE/SICE International Symposium on System Integration, SII 2017, Taipei, Taiwan, December 11-14, 2017. pages 1040-1046, IEEE, 2017. [doi]

@inproceedings{KatoKM17,
  title = {Autonomous robot navigation system with learning based on deep Q-network and topological maps},
  author = {Yuki Kato and Koji Kamiyama and Kazuyuki Morioka},
  year = {2017},
  doi = {10.1109/SII.2017.8279360},
  url = {https://doi.org/10.1109/SII.2017.8279360},
  researchr = {https://researchr.org/publication/KatoKM17},
  cites = {0},
  citedby = {0},
  pages = {1040-1046},
  booktitle = {IEEE/SICE International Symposium on System Integration, SII 2017, Taipei, Taiwan, December 11-14, 2017},
  publisher = {IEEE},
  isbn = {978-1-5386-2263-6},
}