Initial commit
Browse files- README.md +7 -7
- args.yml +1 -1
- config.yml +6 -6
- dqn-SpaceInvadersNoFrameskip-v4.zip +2 -2
- dqn-SpaceInvadersNoFrameskip-v4/data +0 -0
- dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth +2 -2
- dqn-SpaceInvadersNoFrameskip-v4/policy.pth +2 -2
- dqn-SpaceInvadersNoFrameskip-v4/pytorch_variables.pth +1 -1
- dqn-SpaceInvadersNoFrameskip-v4/system_info.txt +6 -6
- results.json +1 -1
- train_eval_metrics.zip +2 -2
README.md
CHANGED
@@ -16,7 +16,7 @@ model-index:
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type: SpaceInvadersNoFrameskip-v4
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metrics:
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- type: mean_reward
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-
value:
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name: mean_reward
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verified: false
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---
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@@ -62,17 +62,17 @@ python -m rl_zoo3.push_to_hub --algo dqn --env SpaceInvadersNoFrameskip-v4 -f lo
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## Hyperparameters
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```python
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-
OrderedDict([('batch_size',
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('buffer_size',
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('env_wrapper',
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['stable_baselines3.common.atari_wrappers.AtariWrapper']),
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('exploration_final_eps', 0.01),
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('exploration_fraction', 0.
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('frame_stack',
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('gradient_steps', 1),
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('learning_rate', 0.0001),
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-
('learning_starts',
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-
('n_timesteps',
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('optimize_memory_usage', False),
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('policy', 'CnnPolicy'),
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('target_update_interval', 1000),
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type: SpaceInvadersNoFrameskip-v4
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metrics:
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- type: mean_reward
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+
value: 492.00 +/- 80.88
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name: mean_reward
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verified: false
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---
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## Hyperparameters
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```python
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+
OrderedDict([('batch_size', 32),
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('buffer_size', 100000),
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('env_wrapper',
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['stable_baselines3.common.atari_wrappers.AtariWrapper']),
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('exploration_final_eps', 0.01),
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+
('exploration_fraction', 0.1),
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+
('frame_stack', 4),
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('gradient_steps', 1),
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('learning_rate', 0.0001),
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('learning_starts', 100000),
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('n_timesteps', 1000000),
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('optimize_memory_usage', False),
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('policy', 'CnnPolicy'),
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('target_update_interval', 1000),
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args.yml
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- - save_replay_buffer
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- false
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- - seed
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-
-
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- - storage
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- null
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- - study_name
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- - save_replay_buffer
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- false
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- - seed
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- 3616035638
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- - storage
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- null
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- - study_name
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config.yml
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!!python/object/apply:collections.OrderedDict
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- - - batch_size
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-
-
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- - buffer_size
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-
-
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- - env_wrapper
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- - stable_baselines3.common.atari_wrappers.AtariWrapper
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- - exploration_final_eps
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- 0.01
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- - exploration_fraction
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-
- 0.
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- - frame_stack
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-
-
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- - gradient_steps
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- 1
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- - learning_rate
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- 0.0001
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- - learning_starts
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-
-
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- - n_timesteps
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-
-
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- - optimize_memory_usage
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- false
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- - policy
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!!python/object/apply:collections.OrderedDict
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- - - batch_size
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- 32
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- - buffer_size
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- 100000
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- - env_wrapper
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- - stable_baselines3.common.atari_wrappers.AtariWrapper
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- - exploration_final_eps
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- 0.01
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- - exploration_fraction
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+
- 0.1
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- - frame_stack
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+
- 4
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- - gradient_steps
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- 1
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- - learning_rate
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- 0.0001
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- - learning_starts
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- 100000
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- - n_timesteps
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- 1000000
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- - optimize_memory_usage
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- false
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- - policy
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dqn-SpaceInvadersNoFrameskip-v4.zip
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dqn-SpaceInvadersNoFrameskip-v4/data
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dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth
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dqn-SpaceInvadersNoFrameskip-v4/policy.pth
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dqn-SpaceInvadersNoFrameskip-v4/pytorch_variables.pth
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dqn-SpaceInvadersNoFrameskip-v4/system_info.txt
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-
- OS:
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-
- Python: 3.10.
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- Stable-Baselines3: 2.3.0
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-
- PyTorch: 2.2.
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-
- GPU Enabled:
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-
- Numpy: 1.
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-
- Cloudpickle:
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- Gymnasium: 0.29.1
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- OpenAI Gym: 0.26.2
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+
- OS: Windows-10-10.0.22000-SP0 10.0.22000
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+
- Python: 3.10.14
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- Stable-Baselines3: 2.3.0
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+
- PyTorch: 2.2.2+cpu
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+
- GPU Enabled: False
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+
- Numpy: 1.26.4
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+
- Cloudpickle: 3.0.0
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- Gymnasium: 0.29.1
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- OpenAI Gym: 0.26.2
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results.json
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@@ -1 +1 @@
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-
{"mean_reward":
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+
{"mean_reward": 492.0, "std_reward": 80.876448982383, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-04-14T08:06:27.857187"}
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train_eval_metrics.zip
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