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CloseAI is a deep reinforcement learning agent using Prior Dueling DQN, Double DQN, for Atari games, course project of CS420 at ACM Class, Shanghai Jiao Tong University.

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CloseAI

CloseAI is a deep reinforcement learning agent for Atari games, course project of CS420.

Introduction

Prior Dueling DQN

Result

Environment Scores
PongNoFrameskip-v4 20.0
FreewayNoFrameskip-v4 30.5
AtlantisNoFrameskip-v4 2,705,425.0
TutankhamNoFrameskip-v4 265.3
KrullNoFrameskip-v4 11,135.0

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Atlantis Freeway Krull Pong Tutankham

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CloseAI is a deep reinforcement learning agent using Prior Dueling DQN, Double DQN, for Atari games, course project of CS420 at ACM Class, Shanghai Jiao Tong University.

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