GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms

Cédric Colas, Olivier Sigaud, Pierre-Yves Oudeyer. GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 1038-1047, JMLR.org, 2018. [doi]

@inproceedings{ColasSO18-0,
  title = {GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms},
  author = {Cédric Colas and Olivier Sigaud and Pierre-Yves Oudeyer},
  year = {2018},
  url = {http://proceedings.mlr.press/v80/colas18a.html},
  researchr = {https://researchr.org/publication/ColasSO18-0},
  cites = {0},
  citedby = {0},
  pages = {1038-1047},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018},
  editor = {Jennifer G. Dy and Andreas Krause 0001},
  volume = {80},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}