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dqn-SpaceInvadersNoFrameskip-v4

Reinforcement Learning
stable-baselines3
SpaceInvadersNoFrameskip-v4
deep-reinforcement-learning
Eval Results
Model card Files Community
picklehari commited on
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Files changed (9) hide show
  1. README.md +2 -2
  2. args.yml +3 -3
  3. config.yml +1 -1
  4. dqn-SpaceInvadersNoFrameskip-v4.zip +2 -2
  5. dqn-SpaceInvadersNoFrameskip-v4/data +0 -0
  6. dqn-SpaceInvadersNoFrameskip-v4/policy.pth +1 -1
  7. replay.mp4 +2 -2
  8. results.json +1 -1
  9. 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: 268.50 +/- 78.17
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  name: mean_reward
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  verified: false
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  ---
@@ -72,7 +72,7 @@ OrderedDict([('batch_size', 16),
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  ('gradient_steps', 2),
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  ('learning_rate', 0.001),
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  ('learning_starts', 1000000),
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- ('n_timesteps', 10000.0),
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  ('optimize_memory_usage', False),
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  ('policy', 'CnnPolicy'),
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  ('target_update_interval', 567),
 
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  type: SpaceInvadersNoFrameskip-v4
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  metrics:
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  - type: mean_reward
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+ value: 14.50 +/- 16.95
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  name: mean_reward
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  verified: false
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  ---
 
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  ('gradient_steps', 2),
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  ('learning_rate', 0.001),
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  ('learning_starts', 1000000),
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+ ('n_timesteps', 100000.0),
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  ('optimize_memory_usage', False),
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  ('policy', 'CnnPolicy'),
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  ('target_update_interval', 567),
args.yml CHANGED
@@ -2,7 +2,7 @@
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  - - - algo
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  - dqn
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  - - conf_file
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- - /content/SpaceInvadersNoFrameskip-v4.yml
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  - - device
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  - auto
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  - - env
@@ -18,7 +18,7 @@
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  - - hyperparams
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  - null
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  - - log_folder
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- - .
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  - - log_interval
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  - -1
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  - - max_total_trials
@@ -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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- - 1709877418
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  - - storage
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  - null
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  - - study_name
 
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  - - - algo
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  - dqn
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  - - conf_file
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+ - /content/SpaceInvadersNoFrameskip-v4:.yml
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  - - device
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  - auto
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  - - env
 
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  - - hyperparams
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  - null
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  - - log_folder
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+ - logs/
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  - - log_interval
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  - -1
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  - - max_total_trials
 
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  - - save_replay_buffer
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  - false
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  - - seed
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+ - 2075307157
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  - - storage
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  - null
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  - - study_name
config.yml CHANGED
@@ -18,7 +18,7 @@
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  - - learning_starts
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  - 1000000
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  - - n_timesteps
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- - 10000.0
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  - - optimize_memory_usage
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  - false
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  - - policy
 
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  - - learning_starts
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  - 1000000
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  - - n_timesteps
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+ - 100000.0
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  - - optimize_memory_usage
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  - false
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  - - policy
dqn-SpaceInvadersNoFrameskip-v4.zip CHANGED
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dqn-SpaceInvadersNoFrameskip-v4/data CHANGED
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dqn-SpaceInvadersNoFrameskip-v4/policy.pth CHANGED
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results.json CHANGED
@@ -1 +1 @@
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- {"mean_reward": 268.5, "std_reward": 78.16808811785025, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2023-11-20T16:56:47.300137"}
 
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