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arminmrm93
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ppo-CartPole-v1

Reinforcement Learning
TensorBoard
LunarLander-v2
ppo
deep-reinforcement-learning
custom-implementation
deep-rl-course
Eval Results
Model card Files Metrics Community
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README.md ADDED
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+ ---
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+ tags:
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+ - LunarLander-v2
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+ - ppo
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+ - deep-reinforcement-learning
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+ - reinforcement-learning
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+ - custom-implementation
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+ - deep-rl-course
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+ model-index:
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+ - name: PPO
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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: LunarLander-v2
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+ type: LunarLander-v2
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+ metrics:
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+ - type: mean_reward
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+ value: -147.57 +/- 73.26
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+ name: mean_reward
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+ verified: false
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+ ---
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+
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+ # PPO Agent Playing LunarLander-v2
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+
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+ This is a trained model of a PPO agent playing LunarLander-v2.
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+
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+ # Hyperparameters
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+ ```python
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+ {'env_id': 'LunarLander-v2'
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+ 'anneal_lr': True
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+ 'clip_vloss': True
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+ 'gae': True
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+ 'gamma': 0.99
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+ 'ent_coeff': 0.01
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+ 'val_coeff': 0.5
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+ 'max_grad_norm': 0.5
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+ 'target_kl': None
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+ 'gae_lambda': 0.95
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+ 'learning_rate': 0.0001
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+ 'seed': 1993
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+ 'n_envs': 4
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+ 'total_timesteps': 25000
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+ 'n_timesteps': 32
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+ 'capture_video': False
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+ 'norm_adv': True
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+ 'clip_coef': 0.2
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+ 'mini_batch_size': 4
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+ 'epochs': 4}
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+ ```
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