Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition

Yash Chandak, Shantanu Thakoor, Zhaohan Daniel Guo, Yunhao Tang, Rémi Munos, Will Dabney, Diana L. Borsa. Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 4009-4034, PMLR, 2023. [doi]

@inproceedings{ChandakTGTMDB23,
  title = {Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition},
  author = {Yash Chandak and Shantanu Thakoor and Zhaohan Daniel Guo and Yunhao Tang and Rémi Munos and Will Dabney and Diana L. Borsa},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/chandak23a.html},
  researchr = {https://researchr.org/publication/ChandakTGTMDB23},
  cites = {0},
  citedby = {0},
  pages = {4009-4034},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}