Understanding Failures of Deterministic Actor-Critic with Continuous Action Spaces and Sparse Rewards

Guillaume Matheron, Nicolas Perrin 0001, Olivier Sigaud. Understanding Failures of Deterministic Actor-Critic with Continuous Action Spaces and Sparse Rewards. In Igor Farkas, Paolo Masulli, Stefan Wermter, editors, Artificial Neural Networks and Machine Learning - ICANN 2020 - 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15-18, 2020, Proceedings, Part II. Volume 12397 of Lecture Notes in Computer Science, pages 308-320, Springer, 2020. [doi]

@inproceedings{Matheron0S20a,
  title = {Understanding Failures of Deterministic Actor-Critic with Continuous Action Spaces and Sparse Rewards},
  author = {Guillaume Matheron and Nicolas Perrin 0001 and Olivier Sigaud},
  year = {2020},
  doi = {10.1007/978-3-030-61616-8_25},
  url = {https://doi.org/10.1007/978-3-030-61616-8_25},
  researchr = {https://researchr.org/publication/Matheron0S20a},
  cites = {0},
  citedby = {0},
  pages = {308-320},
  booktitle = {Artificial Neural Networks and Machine Learning - ICANN 2020 - 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15-18, 2020, Proceedings, Part II},
  editor = {Igor Farkas and Paolo Masulli and Stefan Wermter},
  volume = {12397},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-61616-8},
}