Meng Wang

activity

20232025

most citedWhat Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding

1 citations · 3 across the 9 of their papers we have counts for

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cs.LG2023★ 1 cited

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

Shuai Zhang, Hongkang Li, Meng Wang +6

This paper provides a theoretical understanding of Deep Q-Network (DQN) with the $ε$ -greedy exploration in deep reinforcement learning. Despite the tremendous empirical a…

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

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