Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining

Licong Lin, Yu Bai 0017, Song Mei. Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining. In The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024. OpenReview.net, 2024. [doi]

@inproceedings{Lin0M24,
  title = {Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining},
  author = {Licong Lin and Yu Bai 0017 and Song Mei},
  year = {2024},
  url = {https://openreview.net/forum?id=yN4Wv17ss3},
  researchr = {https://researchr.org/publication/Lin0M24},
  cites = {0},
  citedby = {0},
  booktitle = {The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024},
  publisher = {OpenReview.net},
}