Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble

Gaon An, Seungyong Moon, Jang-Hyun Kim, Hyun Oh Song. Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 7436-7447, 2021. [doi]

@inproceedings{AnMKS21,
  title = {Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble},
  author = {Gaon An and Seungyong Moon and Jang-Hyun Kim and Hyun Oh Song},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/3d3d286a8d153a4a58156d0e02d8570c-Abstract.html},
  researchr = {https://researchr.org/publication/AnMKS21},
  cites = {0},
  citedby = {0},
  pages = {7436-7447},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}