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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 (11) hide show
  1. README.md +6 -1
  2. args.yml +3 -3
  3. dqn-SpaceInvadersNoFrameskip-v4.zip +2 -2
  4. dqn-SpaceInvadersNoFrameskip-v4/_stable_baselines3_version +1 -1
  5. dqn-SpaceInvadersNoFrameskip-v4/data +0 -0
  6. dqn-SpaceInvadersNoFrameskip-v4/policy.pth +2 -2
  7. dqn-SpaceInvadersNoFrameskip-v4/system_info.txt +2 -2
  8. env_kwargs.yml +1 -1
  9. replay.mp4 +2 -2
  10. results.json +1 -1
  11. 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: 129.00 +/- 73.68
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  name: mean_reward
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  verified: false
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  ---
@@ -79,3 +79,8 @@ OrderedDict([('batch_size', 32),
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  ('train_freq', 4),
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  ('normalize', False)])
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  ```
 
 
 
 
 
 
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  type: SpaceInvadersNoFrameskip-v4
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  metrics:
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  - type: mean_reward
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+ value: 329.00 +/- 157.97
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  name: mean_reward
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  verified: false
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  ---
 
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  ('train_freq', 4),
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  ('normalize', False)])
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  ```
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+
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+ # Environment Arguments
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+ ```python
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+ {'render_mode': 'rgb_array'}
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+ ```
args.yml CHANGED
@@ -2,7 +2,7 @@
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  - - - algo
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  - dqn
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  - - device
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  - - env
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  - - n_startup_trials
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  - 10
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  - - n_timesteps
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  - - no_optim_plots
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  - - save_replay_buffer
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  - false
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  - - device
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  - 500
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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-5.15.107+-x86_64-with-glibc2.31 # 1 SMP Sat Apr 29 09:15:28 UTC 2023
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  - Python: 3.10.11
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- - Stable-Baselines3: 2.0.0a9
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  - PyTorch: 2.0.1+cu118
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- - GPU Enabled: True
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  - Numpy: 1.22.4
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  - Cloudpickle: 2.2.1
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  - Gymnasium: 0.28.1
 
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env_kwargs.yml CHANGED
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results.json CHANGED
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