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Browse files- .gitattributes +1 -0
- README.md +29 -0
- agent.pt +3 -0
- hyperparameters.json +1 -0
- replay.mp4 +3 -0
- results.json +1 -0
.gitattributes
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README.md
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---
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tags:
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- MontezumaRevengeNoFrameskip-v4
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- RND
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- CNN
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- reinforcement-learning
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- custom-implementation
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- atari
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- MontezumaRevengeNoFrameskip-v4
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model-index:
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- name: RND-MontezumaRevengeNoframeSkip-v4
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results:
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- task:
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type: reinforcement-learning
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name: reinforcement-learning
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dataset:
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name: MontezumaRevengeNoFrameskip-v4
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type: MontezumaRevengeNoFrameskip-v4
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metrics:
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- type: mean_reward
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value: 60.00 +/- 149.67
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name: mean_reward
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verified: false
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---
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# **RND with CNN** Agent playing **MontezumaRevengeNoFrameskip-v4**
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This is a trained model of a **RND-CNN** agent playing **MontezumaRevengeNoFrameskip-v4** .
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To learn to use this model and train yours check this notebook on kaggle: https://www.kaggle.com/code/syedjarullahhisham/drl-extra-personal-unit-5-rnd-montezuma-mario-bros
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agent.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:21d17eef042235eba953472a459d080041e1df0951d2df6c09805d2061e8ce1b
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size 21177478
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hyperparameters.json
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{"trainmethod": "RND", "envid": "MontezumaRevengeNoFrameskip-v4", "maxstepperepisode": 4500, "learningrate": 0.0001, "numenv": 1, "numstep": 128, "gamma": 0.999, "intgamma": 0.99, "lambda": 0.95, "usegae": true, "clipgradnorm": 0.5, "entropy": 0.001, "epoch": 4, "minibatch": 4, "ppoeps": 0.1, "extcoef": 2.0, "intcoef": 1.0, "stickyaction": false, "actionprob": 0.25, "lifedone": false, "obsnormstep": 50}
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replay.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:9bc9698b46aa0f98741d013623f2ac3bcdb85e63ca851a4e6fde4ba90c419d7f
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size 5655334
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results.json
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{"env_id": "MontezumaRevengeNoFrameskip-v4", "mean_reward": 60.0, "n_evaluation_episodes": 10, "eval_datetime": "2024-06-23T06:53:37.640281"}
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