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andyv237
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ppo-CartPole-v1

Reinforcement Learning
TensorBoard
CartPole-v1
ppo
deep-reinforcement-learning
custom-implementation
deep-rl-course
Eval Results (legacy)
Model card Files
xet
 Metrics Community
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README.md ADDED
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+ ---
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+ tags:
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+ - CartPole-v1
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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: CartPole-v1
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+ type: CartPole-v1
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+ metrics:
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+ - type: mean_reward
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+ value: 347.50 +/- 122.64
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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 CartPole-v1
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+
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+ This is a trained model of a PPO agent playing CartPole-v1.
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+
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+ # Hyperparameters
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+ ```python
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+ {'gym_id': 'CartPole-v1'
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+ 'env_id': 'CartPole-v1'
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+ 'capture_video': False
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+ 'seed': 1
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+ 'num_envs': 4
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+ 'run_name': 'Run-1'
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+ 'total_timesteps': 25000
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+ 'learning_rate': 0.001
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+ 'num_steps': 128
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+ 'batch_size': 512
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+ 'anneal_lr': True
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+ 'gae': True
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+ 'gamma': 0.99
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+ 'gae_lambda': 0.95
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+ 'num_minibatches': 4
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+ 'minibatch_size': 128
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+ 'update_epochs': 4
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+ 'norm_adv': True
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+ 'clip_coef': 0.2
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+ 'clip_vloss': True
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+ 'ent_coef': 0.01
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+ 'vf_coef': 0.5
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+ 'max_grad_norm': 0.5
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+ 'target_kl': None}
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+ ```
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+
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