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

24 October 2023

Shuai Zhang

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

4 / 4 papers shown

Title
Approximation to Deep Q-Network by Stochastic Delay Differential Equations Jianya Lu Yingjun Mo 16 0 0 01 May 2025
The Central Role of the Loss Function in Reinforcement Learning Kaiwen Wang Nathan Kallus Wen Sun OffRL 21 7 0 19 Sep 2024
Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing Zhengming Zhang Yongming Huang Cheng Zhang Qingbi Zheng Luxi Yang Xiaohu You 8 12 0 28 Nov 2023
Understanding Deep Neural Function Approximation in Reinforcement Learning via $ε$ -Greedy Exploration Fanghui Liu Luca Viano V. Cevher 16 11 0 15 Sep 2022