Initial commit
Browse files- README.md +4 -4
- args.yml +1 -1
- config.yml +3 -3
- 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
- results.json +1 -1
- train_eval_metrics.zip +2 -2
README.md
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@@ -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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@@ -62,13 +62,13 @@ 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', 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.
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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', 100000),
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type: SpaceInvadersNoFrameskip-v4
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metrics:
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- type: mean_reward
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+
value: 532.50 +/- 197.07
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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', 64),
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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', 0.2),
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('frame_stack', 8),
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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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args.yml
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@@ -54,7 +54,7 @@
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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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- 1059522745
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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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@@ -1,6 +1,6 @@
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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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- 100000
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- - env_wrapper
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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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!!python/object/apply:collections.OrderedDict
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- - - batch_size
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+
- 64
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- - buffer_size
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- 100000
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- - env_wrapper
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- - exploration_final_eps
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- 0.01
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- - exploration_fraction
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- 0.2
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- - frame_stack
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- 8
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- - gradient_steps
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- 1
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- - learning_rate
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dqn-SpaceInvadersNoFrameskip-v4.zip
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size 27542011
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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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results.json
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@@ -1 +1 @@
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-
{"mean_reward":
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+
{"mean_reward": 532.5, "std_reward": 197.06915030009137, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-05-16T00:37:55.036527"}
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train_eval_metrics.zip
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