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hlabedade
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unit3_coursrl

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 +2 -2
  2. args.yml +1 -1
  3. config.yml +1 -1
  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 +2 -2
  8. dqn-SpaceInvadersNoFrameskip-v4/policy.pth +1 -1
  9. dqn-SpaceInvadersNoFrameskip-v4/system_info.txt +4 -4
  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: 7.00 +/- 7.14
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  name: mean_reward
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  verified: false
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  ---
@@ -72,7 +72,7 @@ OrderedDict([('batch_size', 32),
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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', 100000),
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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: 612.50 +/- 207.55
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  name: mean_reward
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  verified: false
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  ---
 
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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', 1000000.0),
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  ('optimize_memory_usage', False),
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  ('policy', 'CnnPolicy'),
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  ('target_update_interval', 1000),
args.yml CHANGED
@@ -54,7 +54,7 @@
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config.yml CHANGED
@@ -18,7 +18,7 @@
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  - - learning_starts
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- - 100000
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  - false
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  - - policy
 
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  - - learning_starts
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  - 100000
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dqn-SpaceInvadersNoFrameskip-v4.zip CHANGED
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dqn-SpaceInvadersNoFrameskip-v4/system_info.txt CHANGED
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- - OS: Linux-5.15.120+-x86_64-with-glibc2.35 # 1 SMP Wed Aug 30 11:19:59 UTC 2023
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  - Python: 3.10.12
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- - Stable-Baselines3: 2.2.0a11
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- - PyTorch: 2.1.0+cu118
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  - GPU Enabled: True
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- - Numpy: 1.23.5
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  - Cloudpickle: 2.2.1
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  - Gymnasium: 0.29.1
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  - OpenAI Gym: 0.26.2
 
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results.json CHANGED
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