Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game

Wei Xiong 0015, Han Zhong 0001, Chengshuai Shi, Cong Shen 0001, Liwei Wang 0001, Tong Zhang 0001. Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game. In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023. OpenReview.net, 2023. [doi]

@inproceedings{00150S00023,
  title = {Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game},
  author = {Wei Xiong 0015 and Han Zhong 0001 and Chengshuai Shi and Cong Shen 0001 and Liwei Wang 0001 and Tong Zhang 0001},
  year = {2023},
  url = {https://openreview.net/pdf?id=UP_GHHPw7rP},
  researchr = {https://researchr.org/publication/00150S00023},
  cites = {0},
  citedby = {0},
  booktitle = {The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher = {OpenReview.net},
}