meln1k commited on
Commit
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First Worm

Browse files
README.md ADDED
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+
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+ ---
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+ tags:
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+ - unity-ml-agents
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+ - ml-agents
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+ - deep-reinforcement-learning
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+ - reinforcement-learning
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+ - ML-Agents-Worm
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+ library_name: ml-agents
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+ ---
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+
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+ # **ppo** Agent playing **Worm**
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+ This is a trained model of a **ppo** agent playing **Worm** using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
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+
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+ ## Usage (with ML-Agents)
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+ The Documentation: https://github.com/huggingface/ml-agents#get-started
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+ We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
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+
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+
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+ ### Resume the training
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+ ```
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+ mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
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+ ```
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+ ### Watch your Agent play
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+ You can watch your agent **playing directly in your browser:**.
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+
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+ 1. Go to https://huggingface.co/spaces/unity/ML-Agents-Worm
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+ 2. Step 1: Write your model_id: meln1k/MLAgents-Worm
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+ 3. Step 2: Select your *.nn /*.onnx file
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+ 4. Click on Watch the agent play 👀
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+
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+ default_settings: null
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+ behaviors:
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+ Worm:
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+ trainer_type: ppo
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+ hyperparameters:
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+ batch_size: 2024
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+ buffer_size: 20240
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+ beta: 0.005
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+ normalize: true
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+ hidden_units: 512
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+ num_layers: 3
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+ vis_encode_type: simple
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+ memory: null
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+ gamma: 0.995
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+ strength: 1.0
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+ normalize: false
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+ num_layers: 2
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+ vis_encode_type: simple
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+ deterministic: false
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+ init_path: null
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+ keep_checkpoints: 5
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+ checkpoint_interval: 500000
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+ env_path: ./trained-envs-executables/linux/Worm/Worm
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