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# **A3C with ICM** Agent playing **ALE/KungFuMaster-v5**
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This is a trained model of a **A3C-ICM** agent playing **ALE/KungFuMaster-v5** .
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## Codes
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Github repos(Give a star if found useful):
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* https://github.com/hishamcse/Advanced-DRL-Renegades-Game-Bots
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* https://github.com/hishamcse/DRL-Renegades-Game-Bots
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Kaggle Notebook:
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* https://www.kaggle.com/code/syedjarullahhisham/drl-extra-personal-adv-drl-a3c-icm-kungfu-master
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# Hyperparameters
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```
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"envid": "ALE/KungFuMaster-v5",
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"learningrate": 0.0002,
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"tau": 1.0,
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"num_local_step": 50,
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"num_global_step": 380000,
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"gamma": 0.99,
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"lambda": 0.1,
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"eta": 0.2,
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"beta": 0.2,
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"max_actions": 500
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```
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