Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory

Yufeng Zhang, Qi Cai, Zhuoran Yang, Yongxin Chen, Zhaoran Wang. Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{ZhangCYCW20,
  title = {Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory},
  author = {Yufeng Zhang and Qi Cai and Zhuoran Yang and Yongxin Chen and Zhaoran Wang},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/e3bc4e7f243ebc05d66a0568a3331966-Abstract.html},
  researchr = {https://researchr.org/publication/ZhangCYCW20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}