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dqn-SpaceInvadersNoFrameskip-v4

Reinforcement Learning
stable-baselines3
SpaceInvadersNoFrameskip-v4
deep-reinforcement-learning
Eval Results
Model card Files Community
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Files changed (12) hide show
  1. README.md +3 -3
  2. args.yml +1 -1
  3. config.yml +2 -2
  4. dqn-SpaceInvadersNoFrameskip-v4.zip +2 -2
  5. dqn-SpaceInvadersNoFrameskip-v4/_stable_baselines3_version +1 -1
  6. dqn-SpaceInvadersNoFrameskip-v4/data +0 -0
  7. dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth +1 -1
  8. dqn-SpaceInvadersNoFrameskip-v4/policy.pth +1 -1
  9. dqn-SpaceInvadersNoFrameskip-v4/system_info.txt +7 -7
  10. replay.mp4 +2 -2
  11. results.json +1 -1
  12. 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: 757.00 +/- 333.98
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  name: mean_reward
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  verified: false
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  ---
@@ -57,8 +57,8 @@ 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', 128),
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- ('buffer_size', 1000000),
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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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  type: SpaceInvadersNoFrameskip-v4
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  metrics:
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  - type: mean_reward
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+ value: 870.00 +/- 429.23
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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),
args.yml CHANGED
@@ -54,7 +54,7 @@
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  - - storage
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  - - study_name
 
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  - null
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  - - study_name
config.yml CHANGED
@@ -1,8 +1,8 @@
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  !!python/object/apply:collections.OrderedDict
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  - - - batch_size
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- - 128
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  - - buffer_size
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- - 1000000
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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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  !!python/object/apply:collections.OrderedDict
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  - - - batch_size
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  - - buffer_size
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  - - stable_baselines3.common.atari_wrappers.AtariWrapper
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  - - exploration_final_eps
dqn-SpaceInvadersNoFrameskip-v4.zip CHANGED
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dqn-SpaceInvadersNoFrameskip-v4/system_info.txt CHANGED
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- OS: Linux-5.10.133+-x86_64-with-glibc2.27 #1 SMP Fri Aug 26 08:44:51 UTC 2022
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- Python: 3.8.16
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- Stable-Baselines3: 1.7.0a10
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- PyTorch: 1.13.0+cu116
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- GPU Enabled: True
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- Numpy: 1.21.6
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- Gym: 0.21.0
 
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results.json CHANGED
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