@inproceedings{NEURIPS2020_fd5c905b, author = {Du, Simon S and Lee, Jason D and Mahajan, Gaurav and Wang, Ruosong}, booktitle = {Advances in Neural Information Processing Systems}, editor = {H. Larochelle and M. Ranzato and R. Hadsell and M.F. Balcan and H. Lin}, pages = {22327--22337}, publisher = {Curran Associates, Inc.}, title = {Agnostic Q-learning with Function Approximation in Deterministic Systems: Near-Optimal Bounds on Approximation Error and Sample Complexity}, url = {https://proceedings.neurips.cc/paper_files/paper/2020/file/fd5c905bcd8c3348ad1b35d7231ee2b1-Paper.pdf}, volume = {33}, year = {2020} }