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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.

License: MIT License

Python 21.16% Jupyter Notebook 78.84%
atari-games dueling-dqn reinforcement-learning double-dqn

closeai's Introduction

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

Gallery

Atlantis Freeway Krull Pong Tutankham

closeai's People

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