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31 lines
634 B
Markdown
31 lines
634 B
Markdown
# DQN
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Each experiment uses 3 seeds.
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The parameters used for DQN are the same parameters as described in the [original paper](https://arxiv.org/abs/1607.05077.pdf).
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### Breakout DQN - single worker
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```bash
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python3 coach.py -p Atari_DQN -lvl breakout
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```
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<img src="breakout_dqn.png" alt="Breakout DQN" width="800"/>
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### Pong DQN - single worker
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```bash
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python3 coach.py -p Atari_DQN -lvl pong
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```
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<img src="pong_dqn.png" alt="Pong DQN" width="800"/>
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### Space Invaders DQN - single worker
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```bash
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python3 coach.py -p Atari_DQN -lvl space_invaders
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```
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<img src="space_invaders_dqn.png" alt="Space Invaders DQN" width="800"/>
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