Playing Flappy Bird with Two Different Value Learning Algorithms

Beining Li, Yimeng Lu, Yunhao Mo, Weiqi Yu · Highlights in Science Engineering and Technology · 2023

In this paper, reinforcement learning will be applied to the game flappy bird with two methods DQN and Q-learning. Then, we compare the performance through the visualization of data. Furthermore, more results from other games are summarized to analysis the corresponding advantages and disadvantages. Finally, we discuss and compare these two reinforcements learning methods.

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