On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ε-Greedy Exploration

Shuai Zhang 0015, Hongkang Li, Meng Wang 0003, Miao Liu, Pin-Yu Chen, Songtao Lu, Sijia Liu, Keerthiram Murugesan, Subhajit Chaudhury. On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ε-Greedy Exploration. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{ZhangL0LCLLMC23,
  title = {On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ε-Greedy Exploration},
  author = {Shuai Zhang 0015 and Hongkang Li and Meng Wang 0003 and Miao Liu and Pin-Yu Chen and Songtao Lu and Sijia Liu and Keerthiram Murugesan and Subhajit Chaudhury},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/2a91de02871011d0090e662ffd6f2328-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/ZhangL0LCLLMC23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}