Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?

Xiang Li, Jinghuan Shang, Srijan Das, Michael S. Ryoo. Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

@inproceedings{LiSDR22,
  title = {Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?},
  author = {Xiang Li and Jinghuan Shang and Srijan Das and Michael S. Ryoo},
  year = {2022},
  url = {http://papers.nips.cc/paper_files/paper/2022/hash/c75abb33341363ee874a71f81dc45a3a-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/LiSDR22},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022},
  editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh},
  isbn = {9781713871088},
}