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dqn-SpaceInvadersNoFrameskip-v4

Reinforcement Learning
stable-baselines3
SpaceInvadersNoFrameskip-v4
deep-reinforcement-learning
Eval Results (legacy)
Model card Files
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Files changed (12) hide show
  1. .ipynb_checkpoints/config-checkpoint.yml +29 -0
  2. README.md +2 -2
  3. args.yml +2 -2
  4. config.yml +1 -1
  5. dqn-SpaceInvadersNoFrameskip-v4.zip +2 -2
  6. dqn-SpaceInvadersNoFrameskip-v4/_stable_baselines3_version +1 -1
  7. dqn-SpaceInvadersNoFrameskip-v4/data +0 -0
  8. dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth +1 -1
  9. dqn-SpaceInvadersNoFrameskip-v4/policy.pth +1 -1
  10. dqn-SpaceInvadersNoFrameskip-v4/system_info.txt +1 -1
  11. results.json +1 -1
  12. train_eval_metrics.zip +2 -2
.ipynb_checkpoints/config-checkpoint.yml ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+ - 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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+ - 10000000.0
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+ - - optimize_memory_usage
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+ - false
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+ - - policy
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+ - CnnPolicy
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+ - - target_update_interval
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+ - 1000
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+ - - train_freq
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+ - 4
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: 316.00 +/- 132.85
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  name: mean_reward
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  verified: false
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  ---
@@ -64,7 +64,7 @@ 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', 512),
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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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  type: SpaceInvadersNoFrameskip-v4
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  metrics:
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  - type: mean_reward
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+ value: 400.50 +/- 173.34
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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', 512),
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+ ('buffer_size', 50000),
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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
@@ -2,7 +2,7 @@
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  - - conf_file
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  - - device
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  - auto
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  - - env
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  - - save_replay_buffer
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  - - storage
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  - - study_name
 
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  - - device
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  - auto
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  - - env
 
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  - - save_replay_buffer
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  - false
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  - - seed
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config.yml CHANGED
@@ -2,7 +2,7 @@
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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
 
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  - - - batch_size
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  - 512
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  - - env_wrapper
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  - - stable_baselines3.common.atari_wrappers.AtariWrapper
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dqn-SpaceInvadersNoFrameskip-v4.zip CHANGED
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dqn-SpaceInvadersNoFrameskip-v4/_stable_baselines3_version CHANGED
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dqn-SpaceInvadersNoFrameskip-v4/system_info.txt CHANGED
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  - OS: Linux-6.6.87.2-microsoft-standard-WSL2-x86_64-with-glibc2.39 # 1 SMP PREEMPT_DYNAMIC Thu Jun 5 18:30:46 UTC 2025
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  - Python: 3.12.3
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  - PyTorch: 2.7.1+cu126
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  - GPU Enabled: True
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results.json CHANGED
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- {"mean_reward": 316.0, "std_reward": 132.84953895290718, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2025-06-26T14:31:38.879839"}
 
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