How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation

Alex X. Lee, Coline Devin, Jost Tobias Springenberg, Yuxiang Zhou, Thomas Lampe, Abbas Abdolmaleki, Konstantinos Bousmalis. How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation. In IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2022, Kyoto, Japan, October 23-27, 2022. pages 2468-2475, IEEE, 2022. [doi]

@inproceedings{LeeDSZLAB22,
  title = {How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation},
  author = {Alex X. Lee and Coline Devin and Jost Tobias Springenberg and Yuxiang Zhou and Thomas Lampe and Abbas Abdolmaleki and Konstantinos Bousmalis},
  year = {2022},
  doi = {10.1109/IROS47612.2022.9981126},
  url = {https://doi.org/10.1109/IROS47612.2022.9981126},
  researchr = {https://researchr.org/publication/LeeDSZLAB22},
  cites = {0},
  citedby = {0},
  pages = {2468-2475},
  booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2022, Kyoto, Japan, October 23-27, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-7927-1},
}