Nearly Horizon-Free Offline Reinforcement Learning

Tongzheng Ren, Jialian Li, Bo Dai, Simon S. Du, Sujay Sanghavi. Nearly Horizon-Free Offline Reinforcement Learning. 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 15621-15634, 2021. [doi]

@inproceedings{RenLDDS21,
  title = {Nearly Horizon-Free Offline Reinforcement Learning},
  author = {Tongzheng Ren and Jialian Li and Bo Dai and Simon S. Du and Sujay Sanghavi},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/8396b14c5dff55d13eea57487bf8ed26-Abstract.html},
  researchr = {https://researchr.org/publication/RenLDDS21},
  cites = {0},
  citedby = {0},
  pages = {15621-15634},
  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},
}