The Dormant Neuron Phenomenon in Deep Reinforcement Learning

Ghada Sokar, Rishabh Agarwal, Pablo Samuel Castro, Utku Evci. The Dormant Neuron Phenomenon in Deep Reinforcement Learning. 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 32145-32168, PMLR, 2023. [doi]

@inproceedings{SokarACE23,
  title = {The Dormant Neuron Phenomenon in Deep Reinforcement Learning},
  author = {Ghada Sokar and Rishabh Agarwal and Pablo Samuel Castro and Utku Evci},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/sokar23a.html},
  researchr = {https://researchr.org/publication/SokarACE23},
  cites = {0},
  citedby = {0},
  pages = {32145-32168},
  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},
}