Essays about: "Flappy Bird"
Found 2 essays containing the words Flappy Bird.
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1. Deep Reinforcement Learning in Games Based on Extracted Features
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : FlappyBird is a popular mobile game that captured many people's attention because itwas easy to understand but difficult to perform --- players were often right on the edge ofsucceeding, which led to a strong desire to play again. The purpose of this project is to investigatethe possibility of using a neural network trained with reinforcement learning to play the game usingextracted features rather than raw images. READ MORE
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2. Asynchronous Advantage Actor-Critic and Flappy Bird
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Games provide ideal environments for assessingreinforcement learning algorithms because of their simple dynamicsand their inexpensive testing, compared to real-worldenvironments. Asynchronous Advantage Actor-Critic (A3C), developedby DeepMind, has shown significant improvements inperformance over other state-of-the-art algorithms on Atarigames. READ MORE
