@article{ontheconvergenceandsamplecomplexity, title = {On the Convergence and Sample Complexity Analysis of Deep Q-Networks with $ε$-Greedy Exploration}, author = {Shuai Zhang and Hongkang Li and Meng Wang and Miao Liu and Pin-Yu Chen and Songtao Lu and Sijia Liu and Keerthiram Murugesan and Subhajit Chaudhury}, year = {2023}, eprint = {2310.16173}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2310.16173v1}, }