New Jersey Institute of Technology; Michigan State University; Rensselaer Polytechnic Institute; IBM Research
Shuai Zhang, Hongkang Li, Meng Wang, Miao Liu, Pin-Yu Chen, Songtao Lu, Songtao Lu, Sijia Liu, Keerthiram Murugesan, Subhajit Chaudhury
Reinforcement learning;Deep Q Network;Convergence analysis;Sample complexity;Generalization analysis
On the Convergence and Sample Complexity Analysis of Deep Q-Networks with $\epsilon$-Greedy Exploration